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Logistic Regression Binary Classification - English

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Outline:
Introduction to Logistic Regression
Introduction to Binary classification
Introduction to Multi class classification
About Purchase prediction
Implementing Binary classification
Model Instantiation of Binary Classification and Model training
Prediction for Train Data - Verification for Binary Classification
Predictions for Test Data for Binary Classification
Calculate the ROC-AUC score on the training data
Calculate the cross entropy loss for the training data
Width:960 Height:720
Duration:00:13:44 Size:12.9 MB

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Pre-requisite

Linear Regression

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  • Slide_LR_binary/Logistic regression-binary.pdf
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  • Slide_LR_binary/Logistic regression-binary.tex
  • Slide_LR_binary/binary.png
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