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themantra108 committed Jun 22, 2023
1 parent 8ac9712 commit 7eee83d
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2 changes: 1 addition & 1 deletion tutorials/model_validation_01x02.jl
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ using DataFrames, CSV, MLJ, MLJDecisionTreeInterface

# ╔═╡ ece68e30-b294-11ed-01f0-43b623bd2e0b
begin
iowa_file_path = "data\\home-data-for-ml-course\\train.csv"
iowa_file_path = "data//home-data-for-ml-course//train.csv"
home_data = CSV.read(iowa_file_path, DataFrame);
y = home_data.SalePrice;
feature_names = [:LotArea, :YearBuilt, Symbol("1stFlrSF"), Symbol("2ndFlrSF"), :FullBath, :BedroomAbvGr, :TotRmsAbvGrd];
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6 changes: 3 additions & 3 deletions tutorials/notebook_02x01.jl
Original file line number Diff line number Diff line change
Expand Up @@ -8,10 +8,10 @@ using InteractiveUtils
using DataFrames, CSV, MLJ, MLJDecisionTreeInterface

# ╔═╡ 690b29b0-65ba-4059-9b44-dc3f0d51c6e4
X_full = CSV.read("data\\home-data-for-ml-course\\train.csv", DataFrame);
X_full = CSV.read("data//home-data-for-ml-course//train.csv", DataFrame);

# ╔═╡ a43d5769-edb3-4a0b-ac12-42e6f799329c
X_test_full = CSV.read("data\\home-data-for-ml-course\\test.csv", DataFrame);
X_test_full = CSV.read("data//home-data-for-ml-course//test.csv", DataFrame);

# ╔═╡ 76f316e3-0834-4524-afe3-1c5eab71b979
y = X_full.SalePrice;
Expand Down Expand Up @@ -80,7 +80,7 @@ output = DataFrame("Id" => X_test_full.Id,
"SalePrice" => preds_test)

# ╔═╡ d8d8cc96-716d-4467-8642-f3fdb7dfbd99
CSV.write("data\\home-data-for-ml-course\\submissions_02x01.csv", output)
CSV.write("data//home-data-for-ml-course//submissions_02x01.csv", output)

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
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