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‎.dvc/.gitignore‎

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/config.local
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/tmp
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/cache

‎.dvc/config‎

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‎.dvcignore‎

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# Add patterns of files dvc should ignore, which could improve
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# the performance. Learn more at
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# https://dvc.org/doc/user-guide/dvcignore

‎.github/workflows/.gitkeep‎

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‎.python-version‎

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3.11

‎Dockerfile‎

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‎README.md‎

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‎artifacts/data_ingestion/train.csv‎

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‎artifacts/data_transformation/statstestresults.txt‎

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STATISTICAL TEST RESULTS
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==================================================
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OUTLIER REMOVAL:
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Original training data shape: (600000, 13)
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Clean training data shape: (596868, 13)
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Outliers removed: 3132 (0.52%)
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FEATURE CORRELATIONS WITH CALORIES:
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----------------------------------------
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Age correlation with Calories: 0.143
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Height correlation with Calories: -0.007
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Weight correlation with Calories: 0.013
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Duration correlation with Calories: 0.960
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Heart_Rate correlation with Calories: 0.908
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Body_Temp correlation with Calories: 0.833
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Calories_per_min correlation with Calories: 0.843
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Age_Weight correlation with Calories: 0.136
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Heart_Temp correlation with Calories: 0.925
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ANOVA TEST FOR SEX:
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----------------------------------------
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F-statistic: 60.364
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p-value: 0.000
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Result: Significant difference between groups

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