From 38be886ed9d3fbde5dadb4f8ac9383909eb09135 Mon Sep 17 00:00:00 2001 From: Ananya Gupta <145869907+ananyag309@users.noreply.github.com> Date: Sun, 21 Jul 2024 18:50:23 +0530 Subject: [PATCH] Add files via upload --- ...art_failure_clinical_records_dataset 2.csv | 300 ++ Heart Disease Detection/Images/Result.png | Bin 0 -> 843927 bytes Heart Disease Detection/Images/metrics.png | Bin 0 -> 91567 bytes Heart Disease Detection/Images/model1_acc.png | Bin 0 -> 259766 bytes .../Images/model1_loss.png | Bin 0 -> 286436 bytes Heart Disease Detection/Images/model2_acc.png | Bin 0 -> 845217 bytes .../Images/model2_loss.png | Bin 0 -> 838161 bytes Heart Disease Detection/Images/model3_acc.png | Bin 0 -> 377252 bytes .../Images/model3_loss.png | Bin 0 -> 354674 bytes .../Images/summary_model.png | Bin 0 -> 425916 bytes .../Model/Heart_disease_prediction .ipynb | 3167 +++++++++++++++++ Heart Disease Detection/README.md | 115 + Heart Disease Detection/requirements.txt | 6 + 13 files changed, 3588 insertions(+) create mode 100644 Heart Disease Detection/Dataset/heart_failure_clinical_records_dataset 2.csv create mode 100644 Heart Disease Detection/Images/Result.png create mode 100644 Heart Disease Detection/Images/metrics.png create mode 100644 Heart Disease Detection/Images/model1_acc.png create mode 100644 Heart Disease Detection/Images/model1_loss.png create mode 100644 Heart Disease Detection/Images/model2_acc.png create mode 100644 Heart Disease Detection/Images/model2_loss.png create mode 100644 Heart Disease Detection/Images/model3_acc.png create mode 100644 Heart Disease Detection/Images/model3_loss.png create mode 100644 Heart Disease Detection/Images/summary_model.png create mode 100644 Heart Disease Detection/Model/Heart_disease_prediction .ipynb create mode 100644 Heart Disease Detection/README.md create mode 100644 Heart Disease Detection/requirements.txt diff --git a/Heart Disease Detection/Dataset/heart_failure_clinical_records_dataset 2.csv b/Heart Disease 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np\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler, OneHotEncoder\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Conv1D, MaxPooling1D, Flatten, Dense" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "158c1498", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a7dfdc02", + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv(\"/Users/kamakshiojha/Downloads/heart_failure_clinical_records_dataset.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "352eaff3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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(total 13 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 age 299 non-null float64\n", + " 1 anaemia 299 non-null int64 \n", + " 2 creatinine_phosphokinase 299 non-null int64 \n", + " 3 diabetes 299 non-null int64 \n", + " 4 ejection_fraction 299 non-null int64 \n", + " 5 high_blood_pressure 299 non-null int64 \n", + " 6 platelets 299 non-null float64\n", + " 7 serum_creatinine 299 non-null float64\n", + " 8 serum_sodium 299 non-null int64 \n", + " 9 sex 299 non-null int64 \n", + " 10 smoking 299 non-null int64 \n", + " 11 time 299 non-null int64 \n", + " 12 DEATH_EVENT 299 non-null int64 \n", + "dtypes: float64(3), int64(10)\n", + "memory usage: 30.5 KB\n" + ] + } + ], + "source": [ + "data.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a5ad8109", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "age 0\n", + "anaemia 0\n", + "creatinine_phosphokinase 0\n", + "diabetes 0\n", + "ejection_fraction 0\n", + "high_blood_pressure 0\n", + "platelets 0\n", + "serum_creatinine 0\n", + "serum_sodium 0\n", + "sex 0\n", + "smoking 0\n", + "time 0\n", + "DEATH_EVENT 0\n", + "dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e9dab88f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(299, 13)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5351318d", + "metadata": {}, + "outputs": [], + "source": [ + "# data[12].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "119d2e8c", + "metadata": {}, + "outputs": [], + "source": [ + "data.rename(columns = {'DEATH_EVENT' :'class'}, inplace = True)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5ba319a2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "class\n", + "0 203\n", + "1 96\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['class'].value_counts()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "ca93526e", + "metadata": {}, + "outputs": [], + "source": [ + "X = data.drop(columns = 'class', axis=1)\n", + "Y = data['class']\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "27c14290", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " age anaemia creatinine_phosphokinase diabetes ejection_fraction \\\n", + "0 75.0 0 582 0 20 \n", + "1 55.0 0 7861 0 38 \n", + "2 65.0 0 146 0 20 \n", + "3 50.0 1 111 0 20 \n", + "4 65.0 1 160 1 20 \n", + ".. ... ... ... ... ... \n", + "294 62.0 0 61 1 38 \n", + "295 55.0 0 1820 0 38 \n", + "296 45.0 0 2060 1 60 \n", + "297 45.0 0 2413 0 38 \n", + "298 50.0 0 196 0 45 \n", + "\n", + " high_blood_pressure platelets serum_creatinine serum_sodium sex \\\n", + "0 1 265000.00 1.9 130 1 \n", + "1 0 263358.03 1.1 136 1 \n", + "2 0 162000.00 1.3 129 1 \n", + "3 0 210000.00 1.9 137 1 \n", + "4 0 327000.00 2.7 116 0 \n", + ".. ... ... ... ... ... \n", + "294 1 155000.00 1.1 143 1 \n", + "295 0 270000.00 1.2 139 0 \n", + "296 0 742000.00 0.8 138 0 \n", + "297 0 140000.00 1.4 140 1 \n", + "298 0 395000.00 1.6 136 1 \n", + "\n", + " smoking time \n", + "0 0 4 \n", + "1 0 6 \n", + "2 1 7 \n", + "3 0 7 \n", + "4 0 8 \n", + ".. ... ... \n", + "294 1 270 \n", + "295 0 271 \n", + "296 0 278 \n", + "297 1 280 \n", + "298 1 285 \n", + "\n", + "[299 rows x 12 columns]\n" + ] + } + ], + "source": [ + "print(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1c875362", + "metadata": {}, + "outputs": [], + "source": [ + "# Importing the library \n", + "# import pandas as pd \n", + "from sklearn.preprocessing import StandardScaler \n", + "\n", + "# define standard scaler \n", + "scaler = StandardScaler() \n", + "\n", + "# transform data \n", + "X1 = scaler.fit_transform(X) \n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "535c11bb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(299, 12)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X1.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "6dedf166", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 1\n", + "1 1\n", + "2 1\n", + "3 1\n", + "4 1\n", + " ..\n", + "294 0\n", + "295 0\n", + "296 0\n", + "297 0\n", + "298 0\n", + "Name: class, Length: 299, dtype: int64\n" + ] + } + ], + "source": [ + "print(Y)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a4fbe706", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "a476939f", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X1, Y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "ad37f48c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(239, 12)" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "2409f20b", + "metadata": {}, + "outputs": [], + "source": [ + "X_train = np.array(X_train)\n", + "X_test = np.array(X_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8c3a077a", + "metadata": {}, + "outputs": [], + "source": [ + "X_train2 = X_train.reshape(-1, X_train.shape[1],1)\n", + "X_test2 = X_test.reshape(-1, X_test.shape[1],1)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "7e7e0769", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(239, 12, 1)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# X_train1 = np.squeeze(X_train1, axis=(2, 3)) \n", + "# X_test1 = np.squeeze(X_test1, axis=(2, 3)) \n", + "X_train2.shape" + ] + }, + { + "cell_type": "markdown", + "id": "a802ab6d", + "metadata": {}, + "source": [ + "## MODEL - 1" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "cac4dd37", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
      Model: \"functional_1\"\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1mModel: \"functional_1\"\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
      ┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
      +       "┃ Layer (type)         Output Shape          Param #  Connected to      ┃\n",
      +       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
      +       "│ input_layer         │ (None, 12, 1)     │          0 │ -                 │\n",
      +       "│ (InputLayer)        │                   │            │                   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d (Conv1D)     │ (None, 12, 32)    │         64 │ input_layer[0][0] │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_1 (Conv1D)   │ (None, 12, 32)    │      1,056 │ conv1d[0][0]      │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add (Add)           │ (None, 12, 32)    │          0 │ conv1d[0][0],     │\n",
      +       "│                     │                   │            │ conv1d_1[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_2 (Conv1D)   │ (None, 12, 64)    │      2,112 │ add[0][0]         │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_3 (Conv1D)   │ (None, 12, 64)    │      4,160 │ conv1d_2[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_1 (Add)         │ (None, 12, 64)    │          0 │ conv1d_2[0][0],   │\n",
      +       "│                     │                   │            │ conv1d_3[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_4 (Conv1D)   │ (None, 12, 128)   │      8,320 │ add_1[0][0]       │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_5 (Conv1D)   │ (None, 12, 128)   │     16,512 │ conv1d_4[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_2 (Add)         │ (None, 12, 128)   │          0 │ conv1d_4[0][0],   │\n",
      +       "│                     │                   │            │ conv1d_5[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_6 (Conv1D)   │ (None, 12, 256)   │     33,024 │ add_2[0][0]       │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_7 (Conv1D)   │ (None, 12, 256)   │     65,792 │ conv1d_6[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_3 (Add)         │ (None, 12, 256)   │          0 │ conv1d_6[0][0],   │\n",
      +       "│                     │                   │            │ conv1d_7[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ global_average_poo… │ (None, 256)       │          0 │ add_3[0][0]       │\n",
      +       "│ (GlobalAveragePool… │                   │            │                   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense (Dense)       │ (None, 128)       │     32,896 │ global_average_p… │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_1 (Dense)     │ (None, 90)        │     11,610 │ dense[0][0]       │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_2 (Dense)     │ (None, 64)        │      5,824 │ dense_1[0][0]     │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_3 (Dense)     │ (None, 32)        │      2,080 │ dense_2[0][0]     │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_4 (Dense)     │ (None, 1)         │         33 │ dense_3[0][0]     │\n",
      +       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
      +       "
      \n" + ], + "text/plain": [ + "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to \u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n", + "│ input_layer │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m1\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ - │\n", + "│ (\u001b[38;5;33mInputLayer\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m64\u001b[0m │ input_layer[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_1 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m1,056\u001b[0m │ conv1d[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_2 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m2,112\u001b[0m │ add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_3 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m4,160\u001b[0m │ conv1d_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_1 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_4 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m8,320\u001b[0m │ add_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_5 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m16,512\u001b[0m │ conv1d_4[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_2 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_4[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_6 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m33,024\u001b[0m │ add_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_7 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m65,792\u001b[0m │ conv1d_6[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_3 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_6[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ global_average_poo… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mGlobalAveragePool…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m32,896\u001b[0m │ global_average_p… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_1 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m90\u001b[0m) │ \u001b[38;5;34m11,610\u001b[0m │ dense[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_2 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m5,824\u001b[0m │ dense_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_3 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m2,080\u001b[0m │ dense_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_4 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1\u001b[0m) │ \u001b[38;5;34m33\u001b[0m │ dense_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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       Trainable params: 183,483 (716.73 KB)\n",
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      \n" + ], + "text/plain": [ + "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m183,483\u001b[0m (716.73 KB)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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      \n" + ], + "text/plain": [ + "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from tensorflow.keras.models import Model\n", + "from tensorflow.keras.layers import Input, Conv1D, Add, Multiply, Concatenate, AveragePooling1D, Flatten, DepthwiseConv2D\n", + "from tensorflow.keras.layers import SeparableConv1D, MaxPooling1D, Dense, GlobalAveragePooling1D\n", + "import keras\n", + "\n", + "# model = Sequential()\n", + "visible = Input((12,1))\n", + "x1 = Conv1D(filters = 32, kernel_size = (1), strides = 1, activation = \"relu\")(visible)\n", + "m1 = Conv1D(filters = 32, kernel_size = (1), activation = \"relu\")(x1)\n", + "a1 = Add()([x1, m1])\n", + "\n", + "x2 = Conv1D(filters = 64, kernel_size = (1), strides = 1, activation = \"relu\")(a1)\n", + "m2 = Conv1D(filters = 64, kernel_size = (1), activation = \"relu\")(x2)\n", + "a2 = Add()([x2, m2])\n", + "\n", + "x3 = Conv1D(filters = 128, kernel_size = (1), strides = 1, activation = \"relu\")(a2)\n", + "m3 = Conv1D(filters = 128, kernel_size = (1), activation = \"relu\")(x3)\n", + "a3 = Add()([x3, m3])\n", + "\n", + "x4 = Conv1D(filters = 256, kernel_size = (1), strides = 1, activation = \"relu\")(a3)\n", + "m4 = Conv1D(filters = 256, kernel_size = (1), activation = \"relu\")(x4)\n", + "a4 = Add()([x4, m4])\n", + "\n", + "# x5 = MaxPooling1D(pool_size=2, strides=1)(a4)\n", + "\n", + "# flat = Flatten()(x4)\n", + "gap = GlobalAveragePooling1D()(a4) \n", + "\n", + "x = Dense(128, activation='relu')(gap)\n", + "x = Dense(90, activation='relu')(x)\n", + "x = Dense(64, activation='relu')(x)\n", + "x = Dense(32, activation='relu')(x)\n", + "output = Dense(1, activation='sigmoid')(x)\n", + "\n", + "\n", + "model = Model(inputs=visible, outputs=output)\n", + "opt = keras.optimizers.SGD(learning_rate=0.001,momentum=0.9)\n", + "model.compile(optimizer=opt, loss= 'binary_crossentropy', metrics=[\"accuracy\"])\n", + "\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "c820b647", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 3ms/step - accuracy: 0.6490 - loss: 0.6815 - val_accuracy: 0.5833 - val_loss: 0.6814\n", + "Epoch 2/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7142 - loss: 0.6318 - val_accuracy: 0.5833 - val_loss: 0.6887\n", + "Epoch 3/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7027 - loss: 0.6176 - val_accuracy: 0.5833 - val_loss: 0.6980\n", + "Epoch 4/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6629 - loss: 0.6433 - val_accuracy: 0.5833 - val_loss: 0.7057\n", + "Epoch 5/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7309 - loss: 0.5903 - val_accuracy: 0.5833 - val_loss: 0.7028\n", + "Epoch 6/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7114 - loss: 0.6051 - val_accuracy: 0.5833 - val_loss: 0.7046\n", + "Epoch 7/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7068 - loss: 0.6081 - val_accuracy: 0.5833 - val_loss: 0.7058\n", + "Epoch 8/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6576 - loss: 0.6475 - val_accuracy: 0.5833 - val_loss: 0.7127\n", + "Epoch 9/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6892 - loss: 0.6207 - val_accuracy: 0.5833 - val_loss: 0.7071\n", + "Epoch 10/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6899 - loss: 0.6189 - val_accuracy: 0.5833 - val_loss: 0.7109\n", + "Epoch 11/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7351 - loss: 0.5790 - val_accuracy: 0.5833 - val_loss: 0.6952\n", + "Epoch 12/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6977 - loss: 0.6090 - val_accuracy: 0.5833 - val_loss: 0.6979\n", + "Epoch 13/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6834 - loss: 0.6171 - val_accuracy: 0.5833 - val_loss: 0.6999\n", + "Epoch 14/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7229 - loss: 0.5871 - val_accuracy: 0.5833 - val_loss: 0.6864\n", + "Epoch 15/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7279 - loss: 0.5842 - val_accuracy: 0.5833 - val_loss: 0.6851\n", + "Epoch 16/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6608 - loss: 0.6282 - val_accuracy: 0.5833 - val_loss: 0.7162\n", + "Epoch 17/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.6747 - loss: 0.6255 - val_accuracy: 0.5833 - val_loss: 0.7167\n", + "Epoch 18/150\n", + "\u001b[1m60/60\u001b[0m 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val_accuracy: 0.6333 - val_loss: 0.6457\n", + "Epoch 113/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7902 - loss: 0.4625 - val_accuracy: 0.6333 - val_loss: 0.6728\n", + "Epoch 114/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7722 - loss: 0.5094 - val_accuracy: 0.6500 - val_loss: 0.6572\n", + "Epoch 115/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7851 - loss: 0.4868 - val_accuracy: 0.6333 - val_loss: 0.6340\n", + "Epoch 116/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7707 - loss: 0.5381 - val_accuracy: 0.6500 - val_loss: 0.6685\n", + "Epoch 117/150\n", + "\u001b[1m60/60\u001b[0m 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val_accuracy: 0.6167 - val_loss: 0.7339\n", + "Epoch 122/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7561 - loss: 0.5221 - val_accuracy: 0.6333 - val_loss: 0.6845\n", + "Epoch 123/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 2ms/step - accuracy: 0.7375 - loss: 0.5068 - val_accuracy: 0.6333 - val_loss: 0.6961\n", + "Epoch 124/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7116 - loss: 0.5317 - val_accuracy: 0.6500 - val_loss: 0.6590\n", + "Epoch 125/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 7ms/step - accuracy: 0.7984 - loss: 0.4776 - val_accuracy: 0.6333 - val_loss: 0.6861\n", + "Epoch 126/150\n", + "\u001b[1m60/60\u001b[0m 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val_accuracy: 0.6333 - val_loss: 0.6422\n", + "Epoch 149/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7032 - loss: 0.5190 - val_accuracy: 0.6333 - val_loss: 0.7069\n", + "Epoch 150/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 5ms/step - accuracy: 0.7529 - loss: 0.5107 - val_accuracy: 0.6500 - val_loss: 0.6686\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Train the model\n", + "model.fit(X_train2, y_train, epochs=150, batch_size=4, validation_data=(X_test2, y_test))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2f9d5427", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7eb6d0b7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6729357b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "87ba1de1", + "metadata": {}, + "outputs": [], + "source": [ + "train_acc = model.history.history['accuracy']\n", + "val_acc = model.history.history['val_accuracy']\n", + "train_loss = model.history.history['loss']\n", + "val_loss = model.history.history['val_loss']" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "bb2cc259", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib import pyplot as plt\n", + "epochs = range(len(train_acc))\n", + "plt.plot(epochs, train_acc, 'b', label='Training Accuracy')\n", + "plt.plot(epochs, val_acc, 'g', label='Validation Accuracy')\n", + "plt.title('Training and Validation Accuracy')\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.figure()\n", + "plt.show()\n", + "\n", + "plt.plot(epochs, train_loss, 'b', label='Training Loss')\n", + "plt.plot(epochs, val_loss, 'g', label='Validation Loss')\n", + "plt.title('Training and Validation Loss')\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "06adbbfa", + "metadata": {}, + "source": [ + "## MODEL - 2" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "66a6c81f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
      Model: \"functional_11\"\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1mModel: \"functional_11\"\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
      ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓\n",
      +       "┃ Layer (type)                     Output Shape                  Param # ┃\n",
      +       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩\n",
      +       "│ input_layer_5 (InputLayer)      │ (None, 12, 1)          │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_40 (Conv1D)              │ (None, 12, 32)         │            64 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_16          │ (None, 12, 32)         │           128 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_16 (Activation)      │ (None, 12, 32)         │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_41 (Conv1D)              │ (None, 12, 32)         │         1,056 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_17          │ (None, 12, 32)         │           128 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_17 (Activation)      │ (None, 12, 32)         │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_42 (Conv1D)              │ (None, 12, 64)         │         2,112 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_18          │ (None, 12, 64)         │           256 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_18 (Activation)      │ (None, 12, 64)         │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_43 (Conv1D)              │ (None, 12, 64)         │         4,160 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_19          │ (None, 12, 64)         │           256 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_19 (Activation)      │ (None, 12, 64)         │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_44 (Conv1D)              │ (None, 12, 128)        │         8,320 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_20          │ (None, 12, 128)        │           512 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_20 (Activation)      │ (None, 12, 128)        │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_45 (Conv1D)              │ (None, 12, 128)        │        16,512 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_21          │ (None, 12, 128)        │           512 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_21 (Activation)      │ (None, 12, 128)        │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_46 (Conv1D)              │ (None, 12, 256)        │        33,024 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_22          │ (None, 12, 256)        │         1,024 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_22 (Activation)      │ (None, 12, 256)        │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ conv1d_47 (Conv1D)              │ (None, 12, 256)        │        65,792 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ batch_normalization_23          │ (None, 12, 256)        │         1,024 │\n",
      +       "│ (BatchNormalization)            │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ activation_23 (Activation)      │ (None, 12, 256)        │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ global_average_pooling1d_5      │ (None, 256)            │             0 │\n",
      +       "│ (GlobalAveragePooling1D)        │                        │               │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dense_25 (Dense)                │ (None, 128)            │        32,896 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dropout_8 (Dropout)             │ (None, 128)            │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dense_26 (Dense)                │ (None, 90)             │        11,610 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dropout_9 (Dropout)             │ (None, 90)             │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dense_27 (Dense)                │ (None, 64)             │         5,824 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dropout_10 (Dropout)            │ (None, 64)             │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dense_28 (Dense)                │ (None, 32)             │         2,080 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dropout_11 (Dropout)            │ (None, 32)             │             0 │\n",
      +       "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
      +       "│ dense_29 (Dense)                │ (None, 1)              │            33 │\n",
      +       "└─────────────────────────────────┴────────────────────────┴───────────────┘\n",
      +       "
      \n" + ], + "text/plain": [ + "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩\n", + "│ input_layer_5 (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m1\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_40 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m64\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_16 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m128\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_16 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_41 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m1,056\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_17 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m128\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_17 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_42 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m2,112\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_18 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m256\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_18 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_43 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m4,160\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_19 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m256\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_19 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_44 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m8,320\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_20 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m512\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_20 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_45 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m16,512\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_21 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m512\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_21 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_46 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m33,024\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_22 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m1,024\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_22 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ conv1d_47 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m65,792\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ batch_normalization_23 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m1,024\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalization\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ activation_23 (\u001b[38;5;33mActivation\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ global_average_pooling1d_5 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "│ (\u001b[38;5;33mGlobalAveragePooling1D\u001b[0m) │ │ │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dense_25 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m32,896\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dropout_8 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dense_26 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m90\u001b[0m) │ \u001b[38;5;34m11,610\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dropout_9 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m90\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dense_27 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m5,824\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dropout_10 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dense_28 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m2,080\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dropout_11 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n", + "├─────────────────────────────────┼────────────────────────┼───────────────┤\n", + "│ dense_29 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1\u001b[0m) │ \u001b[38;5;34m33\u001b[0m │\n", + "└─────────────────────────────────┴────────────────────────┴───────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
       Total params: 187,323 (731.73 KB)\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m187,323\u001b[0m (731.73 KB)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
       Trainable params: 185,403 (724.23 KB)\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m185,403\u001b[0m (724.23 KB)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
       Non-trainable params: 1,920 (7.50 KB)\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m1,920\u001b[0m (7.50 KB)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from tensorflow.keras.models import Model\n", + "from tensorflow.keras.layers import Input, Conv1D, Add, GlobalAveragePooling1D, Dense, BatchNormalization, Activation, Dropout\n", + "import tensorflow.keras.optimizers as optimizers\n", + "\n", + "visible = Input((12, 1))\n", + "\n", + "x = Conv1D(filters=32, kernel_size=1, activation=None)(visible)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=32, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=64, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=64, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=128, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=128, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=256, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = Conv1D(filters=256, kernel_size=1, activation=None)(x)\n", + "x = BatchNormalization()(x)\n", + "x = Activation('relu')(x)\n", + "\n", + "x = GlobalAveragePooling1D()(x)\n", + "\n", + "x = Dense(128, activation='relu')(x)\n", + "x = Dropout(0.5)(x)\n", + "\n", + "x = Dense(90, activation='relu')(x)\n", + "x = Dropout(0.5)(x)\n", + "\n", + "x = Dense(64, activation='relu')(x)\n", + "x = Dropout(0.5)(x)\n", + "\n", + "x = Dense(32, activation='relu')(x)\n", + "x = Dropout(0.5)(x)\n", + "\n", + "output = Dense(1, activation='sigmoid')(x)\n", + "\n", + "model = Model(inputs=visible, outputs=output)\n", + "opt = optimizers.SGD(learning_rate=0.001, momentum=0.9)\n", + "model.compile(optimizer=opt, loss='binary_crossentropy', metrics=[\"accuracy\"])\n", + "\n", + "model.summary()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "2b2d317c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.6908 - loss: 0.6107 - val_accuracy: 0.6167 - val_loss: 0.6345\n", + "Epoch 2/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7219 - loss: 0.5547 - val_accuracy: 0.6000 - val_loss: 0.6336\n", + "Epoch 3/150\n", + "\u001b[1m60/60\u001b[0m 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0.6167 - val_loss: 0.6271\n", + "Epoch 8/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7132 - loss: 0.5623 - val_accuracy: 0.6167 - val_loss: 0.6228\n", + "Epoch 9/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7165 - loss: 0.6029 - val_accuracy: 0.6167 - val_loss: 0.6314\n", + "Epoch 10/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7030 - loss: 0.5632 - val_accuracy: 0.6167 - val_loss: 0.6537\n", + "Epoch 11/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7314 - loss: 0.5671 - val_accuracy: 0.6167 - val_loss: 0.6651\n", + "Epoch 12/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m 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"\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7275 - loss: 0.5667 - val_accuracy: 0.6167 - val_loss: 0.6484\n", + "Epoch 18/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7839 - loss: 0.5400 - val_accuracy: 0.6333 - val_loss: 0.6172\n", + "Epoch 19/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6573 - loss: 0.5591 - val_accuracy: 0.6333 - val_loss: 0.6235\n", + "Epoch 20/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7336 - loss: 0.5678 - val_accuracy: 0.6167 - val_loss: 0.6216\n", + "Epoch 21/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7409 - 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val_accuracy: 0.6833 - val_loss: 0.5944\n", + "Epoch 130/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7861 - loss: 0.5002 - val_accuracy: 0.6833 - val_loss: 0.5939\n", + "Epoch 131/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.8039 - loss: 0.4559 - val_accuracy: 0.7333 - val_loss: 0.5584\n", + "Epoch 132/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7113 - loss: 0.5749 - val_accuracy: 0.6667 - val_loss: 0.5942\n", + "Epoch 133/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7438 - loss: 0.5173 - val_accuracy: 0.6500 - val_loss: 0.6151\n", + "Epoch 134/150\n", + "\u001b[1m60/60\u001b[0m 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val_accuracy: 0.7000 - val_loss: 0.5522\n", + "Epoch 139/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7264 - loss: 0.5625 - val_accuracy: 0.7333 - val_loss: 0.5823\n", + "Epoch 140/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7612 - loss: 0.5203 - val_accuracy: 0.6833 - val_loss: 0.6143\n", + "Epoch 141/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7006 - loss: 0.5403 - val_accuracy: 0.6333 - val_loss: 0.6253\n", + "Epoch 142/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7851 - loss: 0.4809 - val_accuracy: 0.7000 - val_loss: 0.5772\n", + "Epoch 143/150\n", + "\u001b[1m60/60\u001b[0m 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val_accuracy: 0.6333 - val_loss: 0.6313\n", + "Epoch 148/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7455 - loss: 0.5173 - val_accuracy: 0.6833 - val_loss: 0.6141\n", + "Epoch 149/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7574 - loss: 0.4808 - val_accuracy: 0.6833 - val_loss: 0.5748\n", + "Epoch 150/150\n", + "\u001b[1m60/60\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.7853 - loss: 0.5057 - val_accuracy: 0.6833 - val_loss: 0.5878\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Train the model\n", + "model2.fit(X_train2, y_train, epochs=150, batch_size=4, validation_data=(X_test2, y_test))" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "d1d3f948", + "metadata": {}, + "outputs": [], + "source": [ + "train_acc2 = model2.history.history['accuracy']\n", + "val_acc2 = model2.history.history['val_accuracy']\n", + "train_loss2 = model2.history.history['loss']\n", + "val_loss2 = model2.history.history['val_loss']" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "dcd09a04", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib import pyplot as plt\n", + "epochs = range(len(train_acc2))\n", + "plt.plot(epochs, train_acc2, 'b', label='Training Accuracy')\n", + "plt.plot(epochs, val_acc2, 'g', label='Validation Accuracy')\n", + "plt.title('Training and Validation Accuracy')\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.figure()\n", + "plt.show()\n", + "\n", + "plt.plot(epochs, train_loss2, 'b', label='Training Loss')\n", + "plt.plot(epochs, val_loss2, 'g', label='Validation Loss')\n", + "plt.title('Training and Validation Loss')\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "13fc0734", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "12cd4e11", + "metadata": {}, + "source": [ + "## MODEL - 3" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "6d9b2cc8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
      Model: \"functional_13\"\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1mModel: \"functional_13\"\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
      ┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
      +       "┃ Layer (type)         Output Shape          Param #  Connected to      ┃\n",
      +       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
      +       "│ input_layer_6       │ (None, 12, 1)     │          0 │ -                 │\n",
      +       "│ (InputLayer)        │                   │            │                   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_48 (Conv1D)  │ (None, 12, 32)    │         64 │ input_layer_6[0]… │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_49 (Conv1D)  │ (None, 12, 32)    │      1,056 │ conv1d_48[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_12 (Add)        │ (None, 12, 32)    │          0 │ conv1d_48[0][0],  │\n",
      +       "│                     │                   │            │ conv1d_49[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_50 (Conv1D)  │ (None, 12, 64)    │      2,112 │ add_12[0][0]      │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_51 (Conv1D)  │ (None, 12, 64)    │      4,160 │ conv1d_50[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_13 (Add)        │ (None, 12, 64)    │          0 │ conv1d_50[0][0],  │\n",
      +       "│                     │                   │            │ conv1d_51[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_52 (Conv1D)  │ (None, 12, 128)   │      8,320 │ add_13[0][0]      │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_53 (Conv1D)  │ (None, 12, 128)   │     16,512 │ conv1d_52[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_14 (Add)        │ (None, 12, 128)   │          0 │ conv1d_52[0][0],  │\n",
      +       "│                     │                   │            │ conv1d_53[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_54 (Conv1D)  │ (None, 12, 256)   │     33,024 │ add_14[0][0]      │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ conv1d_55 (Conv1D)  │ (None, 12, 256)   │     65,792 │ conv1d_54[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ add_15 (Add)        │ (None, 12, 256)   │          0 │ conv1d_54[0][0],  │\n",
      +       "│                     │                   │            │ conv1d_55[0][0]   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ max_pooling1d_1     │ (None, 11, 256)   │          0 │ add_15[0][0]      │\n",
      +       "│ (MaxPooling1D)      │                   │            │                   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ global_average_poo… │ (None, 256)       │          0 │ max_pooling1d_1[ │\n",
      +       "│ (GlobalAveragePool… │                   │            │                   │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_30 (Dense)    │ (None, 128)       │     32,896 │ global_average_p… │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_31 (Dense)    │ (None, 90)        │     11,610 │ dense_30[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_32 (Dense)    │ (None, 64)        │      5,824 │ dense_31[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_33 (Dense)    │ (None, 32)        │      2,080 │ dense_32[0][0]    │\n",
      +       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
      +       "│ dense_34 (Dense)    │ (None, 1)         │         33 │ dense_33[0][0]    │\n",
      +       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
      +       "
      \n" + ], + "text/plain": [ + "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to \u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n", + "│ input_layer_6 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m1\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ - │\n", + "│ (\u001b[38;5;33mInputLayer\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_48 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m64\u001b[0m │ input_layer_6[\u001b[38;5;34m0\u001b[0m]… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_49 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m1,056\u001b[0m │ conv1d_48[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_12 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_48[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_49[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_50 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m2,112\u001b[0m │ add_12[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_51 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m4,160\u001b[0m │ conv1d_50[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_13 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_50[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_51[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_52 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m8,320\u001b[0m │ add_13[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_53 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m16,512\u001b[0m │ conv1d_52[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_14 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_52[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_53[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_54 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m33,024\u001b[0m │ add_14[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ conv1d_55 (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m65,792\u001b[0m │ conv1d_54[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ add_15 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ conv1d_54[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n", + "│ │ │ │ conv1d_55[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ max_pooling1d_1 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_15[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mMaxPooling1D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ global_average_poo… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ max_pooling1d_1[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mGlobalAveragePool…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_30 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m32,896\u001b[0m │ global_average_p… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_31 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m90\u001b[0m) │ \u001b[38;5;34m11,610\u001b[0m │ dense_30[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_32 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m5,824\u001b[0m │ dense_31[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_33 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m2,080\u001b[0m │ dense_32[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_34 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1\u001b[0m) │ \u001b[38;5;34m33\u001b[0m │ dense_33[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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       Trainable params: 183,483 (716.73 KB)\n",
      +       "
      \n" + ], + "text/plain": [ + "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m183,483\u001b[0m (716.73 KB)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
       Non-trainable params: 0 (0.00 B)\n",
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      \n" + ], + "text/plain": [ + "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from tensorflow.keras.models import Model\n", + "from tensorflow.keras.layers import Input, Conv1D, Add, Multiply, Concatenate, AveragePooling1D, Flatten, DepthwiseConv2D\n", + "from tensorflow.keras.layers import SeparableConv1D, MaxPooling1D, Dense, GlobalAveragePooling1D\n", + "import keras\n", + "\n", + "# model = Sequential()\n", + "visible = Input((12,1))\n", + "x1 = Conv1D(filters = 32, kernel_size = (1), strides = 1, activation = \"relu\")(visible)\n", + "m1 = Conv1D(filters = 32, kernel_size = (1), activation = \"relu\")(x1)\n", + "a1 = Add()([x1, m1])\n", + "\n", + "x2 = Conv1D(filters = 64, kernel_size = (1), strides = 1, activation = \"relu\")(a1)\n", + "m2 = Conv1D(filters = 64, kernel_size = (1), activation = \"relu\")(x2)\n", + "a2 = Add()([x2, m2])\n", + "\n", + "x3 = Conv1D(filters = 128, kernel_size = (1), strides = 1, activation = \"relu\")(a2)\n", + "m3 = Conv1D(filters = 128, kernel_size = (1), activation = \"relu\")(x3)\n", + "a3 = Add()([x3, m3])\n", + "\n", + "x4 = Conv1D(filters = 256, kernel_size = (1), strides = 1, activation = \"relu\")(a3)\n", + "m4 = Conv1D(filters = 256, kernel_size = (1), activation = \"relu\")(x4)\n", + "a4 = Add()([x4, m4])\n", + "\n", + "x5 = MaxPooling1D(pool_size=2, strides=1)(a4)\n", + "\n", + "flat = Flatten()(x4)\n", + "gap = GlobalAveragePooling1D()(x5) \n", + "\n", + "x = Dense(128, activation='relu')(gap)\n", + "x = Dense(90, activation='relu')(x)\n", + "x = Dense(64, activation='relu')(x)\n", + "x = Dense(32, activation='relu')(x)\n", + "output = Dense(1, activation='sigmoid')(x)\n", + "\n", + "\n", + "model = Model(inputs=visible, outputs=output)\n", + "opt = keras.optimizers.SGD(learning_rate=0.001,momentum=0.9)\n", + "model.compile(optimizer=opt, loss= 'binary_crossentropy', metrics=[\"accuracy\"])\n", + "\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "20666dbc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 5ms/step - accuracy: 0.7366 - loss: 0.5583 - val_accuracy: 0.6333 - val_loss: 0.7251\n", + "Epoch 2/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7345 - loss: 0.5530 - val_accuracy: 0.6167 - val_loss: 0.7112\n", + "Epoch 3/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.8016 - loss: 0.4717 - val_accuracy: 0.6500 - val_loss: 0.6483\n", + "Epoch 4/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.8126 - loss: 0.4745 - val_accuracy: 0.6167 - val_loss: 0.6668\n", + "Epoch 5/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7257 - loss: 0.5592 - val_accuracy: 0.6167 - val_loss: 0.6883\n", + "Epoch 6/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7268 - loss: 0.5776 - val_accuracy: 0.6167 - val_loss: 0.6558\n", + "Epoch 7/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7110 - loss: 0.5416 - val_accuracy: 0.6167 - val_loss: 0.6992\n", + "Epoch 8/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7428 - loss: 0.5509 - val_accuracy: 0.6000 - val_loss: 0.6753\n", + "Epoch 9/180\n", + "\u001b[1m30/30\u001b[0m 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val_accuracy: 0.6333 - val_loss: 0.6887\n", + "Epoch 167/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7745 - loss: 0.5048 - val_accuracy: 0.6167 - val_loss: 0.6560\n", + "Epoch 168/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.8098 - loss: 0.4579 - val_accuracy: 0.6500 - val_loss: 0.6359\n", + "Epoch 169/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7237 - loss: 0.5388 - val_accuracy: 0.6167 - val_loss: 0.6754\n", + "Epoch 170/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7242 - loss: 0.5267 - val_accuracy: 0.6500 - val_loss: 0.6975\n", + "Epoch 171/180\n", + "\u001b[1m30/30\u001b[0m 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val_accuracy: 0.7167 - val_loss: 0.6265\n", + "Epoch 176/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.6991 - loss: 0.5766 - val_accuracy: 0.6167 - val_loss: 0.6458\n", + "Epoch 177/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7960 - loss: 0.4779 - val_accuracy: 0.6833 - val_loss: 0.6295\n", + "Epoch 178/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7556 - loss: 0.5249 - val_accuracy: 0.6167 - val_loss: 0.6569\n", + "Epoch 179/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7570 - loss: 0.5126 - val_accuracy: 0.6167 - val_loss: 0.6587\n", + "Epoch 180/180\n", + "\u001b[1m30/30\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 4ms/step - accuracy: 0.7689 - loss: 0.4914 - val_accuracy: 0.6167 - val_loss: 0.6524\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Train the model\n", + "model.fit(X_train2, y_train, epochs=180, batch_size=8, validation_data=(X_test2, y_test))" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "a89d5f22", + "metadata": {}, + "outputs": [], + "source": [ + "train_acc3 = model.history.history['accuracy']\n", + "val_acc3 = model.history.history['val_accuracy']\n", + "train_loss3 = model.history.history['loss']\n", + "val_loss3 = model.history.history['val_loss']" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "33492783", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib import pyplot as plt\n", + "epochs = range(len(train_acc))\n", + "plt.plot(epochs, train_acc3, 'b', label='Training Accuracy')\n", + "plt.plot(epochs, val_acc3, 'g', label='Validation Accuracy')\n", + "plt.title('Training and Validation Accuracy')\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.figure()\n", + "plt.show()\n", + "\n", + "plt.plot(epochs, train_loss3, 'b', label='Training Loss')\n", + "plt.plot(epochs, val_loss3, 'g', label='Validation Loss')\n", + "plt.title('Training and Validation Loss')\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e28e68fa", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "d4561006", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Random Forest Accuracy: 0.75\n" + ] + } + ], + "source": [ + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "rf = RandomForestClassifier(n_estimators=100, random_state=42)\n", + "rf.fit(X_train, y_train)\n", + "y_pred_rf = rf.predict(X_test)\n", + "rf_accuracy = accuracy_score(y_test, y_pred_rf)\n", + "print(f'Random Forest Accuracy: {rf_accuracy}')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "277fff47", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Random Forest Accuracy: 0.75\n", + "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 3ms/step - accuracy: 0.6625 - loss: 0.6398 \n", + "Keras Functional Model Accuracy: 0.6499999761581421\n", + "Model Accuracies:\n", + "Random Forest: 0.75\n", + "Keras Functional Model: 0.6499999761581421\n" + ] + } + ], + "source": [ + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "rf = RandomForestClassifier(n_estimators=100, random_state=42)\n", + "rf.fit(X_train, y_train)\n", + "y_pred_rf = rf.predict(X_test)\n", + "rf_accuracy = accuracy_score(y_test, y_pred_rf)\n", + "print(f'Random Forest Accuracy: {rf_accuracy}')\n", + "\n", + "keras_accuracy = model.evaluate(X_test2, y_test)[1]\n", + "print(f'Keras Functional Model Accuracy: {keras_accuracy}')\n", + "\n", + "accuracies = {\n", + " 'Random Forest': rf_accuracy,\n", + " 'Keras Functional Model': keras_accuracy\n", + "}\n", + "\n", + "print(\"Model Accuracies:\")\n", + "for model_name, accuracy in accuracies.items():\n", + " print(f\"{model_name}: {accuracy}\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "63b5c3e6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step\n", + "Neural Network:\n", + " precision recall f1-score support\n", + "\n", + " 0 0.62 0.91 0.74 35\n", + " 1 0.62 0.20 0.30 25\n", + "\n", + " accuracy 0.62 60\n", + " macro avg 0.62 0.56 0.52 60\n", + "weighted avg 0.62 0.62 0.56 60\n", + "\n", + "Random Forest:\n", + " precision recall f1-score support\n", + "\n", + " 0 0.72 0.94 0.81 35\n", + " 1 0.86 0.48 0.62 25\n", + "\n", + " accuracy 0.75 60\n", + " macro avg 0.79 0.71 0.72 60\n", + "weighted avg 0.78 0.75 0.73 60\n", + "\n" + ] + } + ], + "source": [ + "from sklearn.metrics import classification_report\n", + "\n", + "y_pred_nn = (model.predict(X_test2) > 0.5).astype(int)\n", + "print(\"Neural Network:\")\n", + "print(classification_report(y_test, y_pred_nn))\n", + "\n", + "# Random Forest\n", + "print(\"Random Forest:\")\n", + "print(classification_report(y_test, y_pred_rf))" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "40714f0c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "min_epochs = min(len(train_acc), len(train_acc2), len(train_acc3))\n", + "epochs = range(1, min_epochs + 1)\n", + "\n", + "plt.figure(figsize=(12, 4))\n", + "\n", + "plt.subplot(1, 2, 1)\n", + "plt.plot(epochs, train_acc[:min_epochs], 'r', label='Model 1 Training acc')\n", + "plt.plot(epochs, val_acc[:min_epochs], 'r--', label='Model 1 Validation acc')\n", + "plt.plot(epochs, train_acc2[:min_epochs], 'g', label='Model 2 Training acc')\n", + "plt.plot(epochs, val_acc2[:min_epochs], 'g--', label='Model 2 Validation acc')\n", + "plt.plot(epochs, train_acc3[:min_epochs], 'b', label='Model 3 Training acc')\n", + "plt.plot(epochs, val_acc3[:min_epochs], 'b--', label='Model 3 Validation acc')\n", + "plt.title('Training and validation accuracy')\n", + "plt.xlabel('Epochs')\n", + "plt.ylabel('Accuracy')\n", + "plt.legend()\n", + "\n", + "plt.subplot(1, 2, 2)\n", + "plt.plot(epochs, train_loss[:min_epochs], 'r', label='Model 1 Training loss')\n", + "plt.plot(epochs, val_loss[:min_epochs], 'r--', label='Model 1 Validation loss')\n", + "plt.plot(epochs, train_loss2[:min_epochs], 'g', label='Model 2 Training loss')\n", + "plt.plot(epochs, val_loss2[:min_epochs], 'g--', label='Model 2 Validation loss')\n", + "plt.plot(epochs, train_loss3[:min_epochs], 'b', label='Model 3 Training loss')\n", + "plt.plot(epochs, val_loss3[:min_epochs], 'b--', label='Model 3 Validation loss')\n", + "plt.title('Training and validation loss')\n", + "plt.xlabel('Epochs')\n", + "plt.ylabel('Loss')\n", + "plt.legend()\n", + "\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "53440fa4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "min_epochs = min(len(train_acc), len(train_acc2), len(train_acc3))\n", + "epochs = range(1, min_epochs + 1)\n", + "\n", + "plt.figure(figsize=(8, 6))\n", + "\n", + "# Plotting Accuracy\n", + "plt.plot(epochs, train_acc[:min_epochs], 'r', label='Model 1 Training acc')\n", + "plt.plot(epochs, train_acc2[:min_epochs], 'g', label='Model 2 Training acc')\n", + "plt.plot(epochs, train_acc3[:min_epochs], 'b', label='Model 3 Training acc')\n", + "plt.title('Training and validation accuracy')\n", + "plt.xlabel('Epochs')\n", + "plt.ylabel('Accuracy')\n", + "plt.legend()\n", + "\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "4e9b0b03", + "metadata": {}, + "source": [ + "## RESULT" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "d0f67c76", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "min_epochs = min(len(train_acc), len(train_acc2), len(train_acc3))\n", + "epochs = range(1, min_epochs + 1)\n", + "\n", + "plt.figure(figsize=(8, 6))\n", + "\n", + "plt.plot(epochs, train_acc[:min_epochs], 'r', label='Model 1 Training acc')\n", + "plt.plot(epochs, train_acc2[:min_epochs], 'g', label='Model 2 Training acc')\n", + "plt.plot(epochs, train_acc3[:min_epochs], 'b', label='Model 3 Training acc')\n", + "\n", + "train_acc_epoch = train_acc.index(max(train_acc)) + 1\n", + "train_acc2_epoch = train_acc2.index(max(train_acc2)) + 1\n", + "train_acc3_epoch = train_acc3.index(max(train_acc3)) + 1\n", + "\n", + "plt.scatter(train_acc_epoch, max(val_acc), color='r', marker='o', label=f'Model 1 train_acc Acc ({train_acc_epoch})')\n", + "plt.scatter(train_acc2_epoch, max(val_acc2), color='g', marker='o', label=f'Model 2 train_acc2 Acc ({train_acc2_epoch})')\n", + "plt.scatter(train_acc3_epoch, max(val_acc3), color='b', marker='o', label=f'Model 3 train_acc3 Acc ({train_acc3_epoch})')\n", + "\n", + "plt.title('Training and validation accuracy')\n", + "plt.xlabel('Epochs')\n", + "plt.ylabel('Accuracy')\n", + "plt.legend()\n", + "\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "994ae219", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Heart Disease Detection/README.md b/Heart Disease Detection/README.md new file mode 100644 index 00000000..c535582a --- /dev/null +++ b/Heart Disease Detection/README.md @@ -0,0 +1,115 @@ +# HEART DISEASE DETECTION USING DEEP NEURAL NETWORK + +## Goal +This project aims to compare the performance of a convolutional neural network (CNN) implemented using TensorFlow/Keras with that of a Random Forest classifier for binary classification tasks. + +## Dataset +The dataset is collected from the following link : https://www.kaggle.com/datasets/andrewmvd/heart-failure-clinical-data + +## Setup and Installation + +1. **Python Environment**: Make sure you have Python installed on your system. This project is developed using Python 3.x. +2. **Libraries**: Install the necessary libraries using pip: + + ```bash + pip install tensorflow scikit-learn matplotlib + ``` + +### Libraries used +1. `Numpy` +2. `Pandas` +3. `sklearn` +4. `Keras` +5. `Tensorflow` +6. `matplotlib` + + +## Model Implementation + +## Model - 1 + +**Architecture Description:** +- **Input Layer**: Receives sequences of length 12 with one feature dimension. +- **Convolutional Blocks**: Four blocks, each with two convolutional layers followed by element-wise addition (residual connection). Filters increase progressively (32, 64, 128, 256), ReLU activation. +- **Global Average Pooling Layer**: GlobalAveragePooling1D layer computes average of each feature map across all spatial locations. +- **Dense Layers**: Four Dense layers (128, 90, 64, 32 neurons) with ReLU activation. +- **Output Layer**: Single neuron with sigmoid activation for binary classification. + +**Training Description:** +- **Optimizer**: Stochastic Gradient Descent (SGD) with learning rate 0.001 and momentum 0.9. +- **Loss Function**: Binary Crossentropy. +- **Regularization**: No explicit regularization mentioned. +- **Normalization**: No explicit normalization mentioned. + +model1_acc +model1_loss + + +## Model - 2 + +**Architecture Description:** +- **Input Layer**: Receives sequences of length 12. +- **Convolutional Layers**: Multiple convolutional layers with filter sizes of 32, 64, 128, and 256 respectively, each followed by Batch Normalization and ReLU activation. +- **Global Average Pooling**: Applied after the convolutional layers to reduce spatial dimensions. +- **Dense Layers**: Several Dense layers with decreasing neuron counts (128, 90, 64, 32), each followed by ReLU activation and Dropout regularization. +- **Output Layer**: Single neuron with sigmoid activation for binary classification. + +**Training Description:** +- **Optimizer**: Stochastic Gradient Descent (SGD) with learning rate of 0.001 and momentum of 0.9. +- **Loss Function**: Binary Crossentropy. +- **Regularization**: Dropout regularization is used to prevent overfitting. +- **Normalization**: Batch Normalization is applied to stabilize and accelerate training. + +model2_acc +model2_loss + + +## Model - 3 + +**Architecture Description:** +- **Input Layer**: Receives sequences of length 12 with one feature dimension. +- **Convolutional Blocks**: Four blocks, each with two convolutional layers followed by element-wise addition (residual connection). Filters increase progressively (32, 64, 128, 256), ReLU activation. +- **Max Pooling Layer**: After final convolutional block, MaxPooling1D layer with pool size 2 and stride 1 reduces spatial dimensions. +- **Flatten Layer**: Reshapes output of last convolutional layer into 1D vector. +- **Global Average Pooling Layer**: GlobalAveragePooling1D layer computes average of each feature map across all spatial locations. +- **Dense Layers**: Four Dense layers (128, 90, 64, 32 neurons) with ReLU activation. +- **Output Layer**: Single neuron with sigmoid activation for binary classification. + +**Training Description:** +- **Optimizer**: Stochastic Gradient Descent (SGD) with learning rate 0.001 and momentum 0.9. +- **Loss Function**: Binary Crossentropy. +- **Regularization**: Dropout used to prevent overfitting. +- **Normalization**: Batch Normalization stabilizes and accelerates training. + + +**Random Forest Classifier**: + - **Description**: A Random Forest classifier with 100 estimators was trained for comparison purposes. + +model3_acc +model3_loss + + +## Training and Evaluation +- **Data Splitting**: The dataset was split into training and testing sets using a 80:20 ratio. +- **Training**: The CNN model was trained for 150 epochs with a batch size of 4. +- **Evaluation Metrics**: Accuracy was used as the evaluation metric for both models. + +## Results + +To provide a conclusion based on the three models provided: + +1. **Model 1**: This model consists of four convolutional blocks with residual connections, followed by global average pooling and dense layers. It employs convolutional layers to capture local patterns in the input sequences, while residual connections facilitate gradient flow and help in mitigating the vanishing gradient problem. The model architecture seems suitable for sequential data processing tasks, especially with its residual connections and global pooling layer. + +2. **Model 2**: This model also utilizes convolutional layers but without residual connections. It follows a similar architecture to Model 1 but lacks the residual connections. This may result in slower convergence during training and may require more careful initialization or regularization to prevent vanishing gradients. + +3. **Model 3**: Unlike the first two models, Model 3 employs a simpler architecture with convolutional layers followed by pooling and dense layers. It lacks residual connections and global pooling, which may limit its ability to capture long-range dependencies in sequential data. However, it may still perform adequately for simpler tasks or datasets with less complex patterns. + +Result + + +**Conclusion**: +- Model 1 appears to be the most comprehensive and robust among the three, thanks to its use of residual connections and global pooling. +- Model 2 may suffer from vanishing gradients during training due to the absence of residual connections but could still perform reasonably well with proper tuning. +- Model 3, while simpler, may struggle with capturing complex patterns in sequential data compared to the other two models. + +**The choice of the best model depends on factors such as the complexity of the dataset, computational resources, and the specific requirements of the task at hand.** diff --git a/Heart Disease Detection/requirements.txt b/Heart Disease Detection/requirements.txt new file mode 100644 index 00000000..18d942f3 --- /dev/null +++ b/Heart Disease Detection/requirements.txt @@ -0,0 +1,6 @@ +Required packages/libraries to run the project in other machines: + +tensorflow>=2.0.0 +scikit-learn>=0.24.0 +numpy>=1.20.0 +pandas>=1.2.0

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