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agaitanis · Jan 15, 2021 · f731a06 · f731a06
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diff --git a/presentation/pictures/classification/glass/Histogram - test.png b/presentation/pictures/classification/glass/Histogram - test.png
diff --git a/presentation/pictures/classification/glass/Linear SVM - confusion.png b/presentation/pictures/classification/glass/Linear SVM - confusion.png
diff --git a/presentation/pictures/classification/glass/Linear SVM - score.png b/presentation/pictures/classification/glass/Linear SVM - score.png
diff --git a/presentation/pictures/classification/glass/Linear kPCA + LDA - after LDA.png b/presentation/pictures/classification/glass/Linear kPCA + LDA - after LDA.png
diff --git a/presentation/pictures/classification/glass/Linear kPCA + LDA - after PCA.png b/presentation/pictures/classification/glass/Linear kPCA + LDA - after PCA.png
diff --git a/presentation/pictures/classification/glass/Linear kPCA + LDA - confusion.png b/presentation/pictures/classification/glass/Linear kPCA + LDA - confusion.png
diff --git a/presentation/pictures/classification/glass/Linear kPCA + LDA - score.png b/presentation/pictures/classification/glass/Linear kPCA + LDA - score.png
diff --git a/presentation/pictures/classification/glass/Nearest Class Centroid - confusion.png b/presentation/pictures/classification/glass/Nearest Class Centroid - confusion.png
diff --git a/presentation/pictures/classification/glass/Nearest Class Centroid - score.png b/presentation/pictures/classification/glass/Nearest Class Centroid - score.png
diff --git a/presentation/pictures/classification/glass/Nearest Neighbors - confusion.png b/presentation/pictures/classification/glass/Nearest Neighbors - confusion.png
diff --git a/presentation/pictures/classification/glass/Nearest Neighbors - score.png b/presentation/pictures/classification/glass/Nearest Neighbors - score.png
diff --git a/presentation/pictures/classification/glass/PCA + Nearest Neighbors - after PCA.png b/presentation/pictures/classification/glass/PCA + Nearest Neighbors - after PCA.png
diff --git a/presentation/pictures/classification/glass/PCA + Nearest Neighbors - confusion.png b/presentation/pictures/classification/glass/PCA + Nearest Neighbors - confusion.png
diff --git a/presentation/pictures/classification/glass/PCA + Nearest Neighbors - score.png b/presentation/pictures/classification/glass/PCA + Nearest Neighbors - score.png
diff --git a/presentation/pictures/classification/glass/Polynomial SVM - confusion.png b/presentation/pictures/classification/glass/Polynomial SVM - confusion.png
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diff --git a/presentation/pictures/classification/glass/attributes.png b/presentation/pictures/classification/glass/attributes.png
diff --git a/presentation/pictures/classification/glass/classes.png b/presentation/pictures/classification/glass/classes.png
diff --git a/presentation_1_2/pictures/digits.png → .../pictures/classification/mnist/Digits.png b/presentation_1_2/pictures/digits.png → .../pictures/classification/mnist/Digits.png
diff --git a/presentation/pictures/classification/mnist/Formula LDA Pseudoinverse.png b/presentation/pictures/classification/mnist/Formula LDA Pseudoinverse.png
diff --git a/presentation/pictures/classification/mnist/Formula LDA Two Class.png b/presentation/pictures/classification/mnist/Formula LDA Two Class.png
diff --git a/presentation/pictures/classification/mnist/Formula Linear Kernel.png b/presentation/pictures/classification/mnist/Formula Linear Kernel.png
diff --git a/presentation/pictures/classification/mnist/Formula Minkowski Distance.png b/presentation/pictures/classification/mnist/Formula Minkowski Distance.png
diff --git a/presentation/pictures/classification/mnist/Formula Polynomial Kernel.png b/presentation/pictures/classification/mnist/Formula Polynomial Kernel.png
diff --git a/presentation/pictures/classification/mnist/Formula RBF Kernel.png b/presentation/pictures/classification/mnist/Formula RBF Kernel.png
diff --git a/presentation/pictures/classification/mnist/Formula Sigmoid Kernel.png b/presentation/pictures/classification/mnist/Formula Sigmoid Kernel.png
diff --git a/...entation_1_2/pictures/histogram_train.png → ...assification/mnist/Histogram Training.png b/...entation_1_2/pictures/histogram_train.png → ...assification/mnist/Histogram Training.png
diff --git a/...ion_1_2/pictures/histogram_validation.png → ...sification/mnist/Histogram Validation.png b/...ion_1_2/pictures/histogram_validation.png → ...sification/mnist/Histogram Validation.png
diff --git a/presentation/pictures/classification/mnist/Linear SVM - big - score.png b/presentation/pictures/classification/mnist/Linear SVM - big - score.png
diff --git a/presentation/pictures/classification/mnist/Linear SVM - big - time.png b/presentation/pictures/classification/mnist/Linear SVM - big - time.png
diff --git a/presentation/pictures/classification/mnist/Linear SVM - score.png b/presentation/pictures/classification/mnist/Linear SVM - score.png
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diff --git a/presentation/pictures/classification/mnist/Linear kPCA + LDA - after LDA.png b/presentation/pictures/classification/mnist/Linear kPCA + LDA - after LDA.png
diff --git a/presentation/pictures/classification/mnist/Linear kPCA + LDA - after kPCA.png b/presentation/pictures/classification/mnist/Linear kPCA + LDA - after kPCA.png
diff --git a/presentation/pictures/classification/mnist/Linear kPCA + LDA - score.png b/presentation/pictures/classification/mnist/Linear kPCA + LDA - score.png
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diff --git a/presentation/pictures/classification/mnist/My Linear SVM - score.png b/presentation/pictures/classification/mnist/My Linear SVM - score.png
diff --git a/presentation/pictures/classification/mnist/My Linear SVM - time.png b/presentation/pictures/classification/mnist/My Linear SVM - time.png
diff --git a/presentation/pictures/classification/mnist/My Linear kPCA + LDA - after LDA.png b/presentation/pictures/classification/mnist/My Linear kPCA + LDA - after LDA.png
diff --git a/presentation/pictures/classification/mnist/My Linear kPCA + LDA - after kPCA.png b/presentation/pictures/classification/mnist/My Linear kPCA + LDA - after kPCA.png
diff --git a/presentation/pictures/classification/mnist/My Linear kPCA + LDA - score.png b/presentation/pictures/classification/mnist/My Linear kPCA + LDA - score.png
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diff --git a/presentation/pictures/classification/mnist/My Polynomial SVM - score.png b/presentation/pictures/classification/mnist/My Polynomial SVM - score.png
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diff --git a/...entation/pictures/classification/mnist/My Polynomial kPCA + LDA - after LDA.png b/...entation/pictures/classification/mnist/My Polynomial kPCA + LDA - after LDA.png
diff --git a/...ntation/pictures/classification/mnist/My Polynomial kPCA + LDA - after kPCA.png b/...ntation/pictures/classification/mnist/My Polynomial kPCA + LDA - after kPCA.png
diff --git a/presentation/pictures/classification/mnist/My Polynomial kPCA + LDA - score.png b/presentation/pictures/classification/mnist/My Polynomial kPCA + LDA - score.png
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diff --git a/presentation/pictures/classification/mnist/My RBF SVM - score.png b/presentation/pictures/classification/mnist/My RBF SVM - score.png
diff --git a/presentation/pictures/classification/mnist/My RBF SVM - time.png b/presentation/pictures/classification/mnist/My RBF SVM - time.png
diff --git a/presentation/pictures/classification/mnist/My RBF kPCA + LDA - after LDA.png b/presentation/pictures/classification/mnist/My RBF kPCA + LDA - after LDA.png
diff --git a/presentation/pictures/classification/mnist/My RBF kPCA + LDA - after kPCA.png b/presentation/pictures/classification/mnist/My RBF kPCA + LDA - after kPCA.png
diff --git a/presentation/pictures/classification/mnist/My RBF kPCA + LDA - score.png b/presentation/pictures/classification/mnist/My RBF kPCA + LDA - score.png
diff --git a/presentation/pictures/classification/mnist/My RBF kPCA + LDA - time.png b/presentation/pictures/classification/mnist/My RBF kPCA + LDA - time.png
diff --git a/presentation/pictures/classification/mnist/Nearest Class Centroid - score.png b/presentation/pictures/classification/mnist/Nearest Class Centroid - score.png
diff --git a/presentation/pictures/classification/mnist/Nearest Class Centroid - time.png b/presentation/pictures/classification/mnist/Nearest Class Centroid - time.png
diff --git a/presentation/pictures/classification/mnist/PCA + Nearest Neighbors - score.png b/presentation/pictures/classification/mnist/PCA + Nearest Neighbors - score.png
diff --git a/presentation/pictures/classification/mnist/PCA + Nearest Neighbors - time.png b/presentation/pictures/classification/mnist/PCA + Nearest Neighbors - time.png
diff --git a/presentation/pictures/classification/mnist/PCA.png b/presentation/pictures/classification/mnist/PCA.png
diff --git a/presentation/pictures/classification/mnist/Polynomial SVM - big - score.png b/presentation/pictures/classification/mnist/Polynomial SVM - big - score.png
diff --git a/presentation/pictures/classification/mnist/Polynomial SVM - big - time.png b/presentation/pictures/classification/mnist/Polynomial SVM - big - time.png
diff --git a/presentation/pictures/classification/mnist/Polynomial SVM - score.png b/presentation/pictures/classification/mnist/Polynomial SVM - score.png
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diff --git a/presentation/pictures/classification/mnist/Polynomial kPCA + LDA - after LDA.png b/presentation/pictures/classification/mnist/Polynomial kPCA + LDA - after LDA.png
diff --git a/presentation/pictures/classification/mnist/Polynomial kPCA + LDA - after kPCA.png b/presentation/pictures/classification/mnist/Polynomial kPCA + LDA - after kPCA.png
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diff --git a/presentation/pictures/classification/mnist/RBF SVM - big - score.png b/presentation/pictures/classification/mnist/RBF SVM - big - score.png
diff --git a/presentation/pictures/classification/mnist/RBF SVM - big - time.png b/presentation/pictures/classification/mnist/RBF SVM - big - time.png
diff --git a/presentation/pictures/classification/mnist/RBF SVM - score.png b/presentation/pictures/classification/mnist/RBF SVM - score.png
diff --git a/presentation/pictures/classification/mnist/RBF SVM - time.png b/presentation/pictures/classification/mnist/RBF SVM - time.png
diff --git a/presentation/pictures/classification/mnist/RBF kPCA + LDA - after LDA.png b/presentation/pictures/classification/mnist/RBF kPCA + LDA - after LDA.png
diff --git a/presentation/pictures/classification/mnist/RBF kPCA + LDA - after kPCA.png b/presentation/pictures/classification/mnist/RBF kPCA + LDA - after kPCA.png
diff --git a/presentation/pictures/classification/mnist/RBF kPCA + LDA - score.png b/presentation/pictures/classification/mnist/RBF kPCA + LDA - score.png
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diff --git a/presentation/pictures/classification/mnist/Results - small.png b/presentation/pictures/classification/mnist/Results - small.png
diff --git a/presentation/pictures/classification/mnist/Results.png b/presentation/pictures/classification/mnist/Results.png
diff --git a/presentation/pictures/classification/mnist/Sigmoid SVM - score.png b/presentation/pictures/classification/mnist/Sigmoid SVM - score.png
diff --git a/presentation/pictures/classification/mnist/Sigmoid SVM - time.png b/presentation/pictures/classification/mnist/Sigmoid SVM - time.png
diff --git a/presentation/presentation.pptx b/presentation/presentation.pptx
diff --git a/presentation_1_2/presentation_1_2.odp b/presentation_1_2/presentation_1_2.odp
diff --git a/project_2/glass_final.ipynb b/project_2/glass_final.ipynb
@@ -282,7 +282,7 @@
     "|:-|:-|:-|\n",
     "|1|Id| Id number: 1 to 214|\n",
     "|2|RI|refractive index\n",
-    "|3|Na|Sodium (unit measurement: weight percent in corresponding oxide, as are attributes 4-10)\n",
+    "|3|Na|Sodium\n",
     "|4|Mg|Magnesium\n",
     "|5|Al|Aluminum\n",
     "|6|Si|Silicon\n",