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Read MoreMar 04, 2021 Mar 04, 2021 The key distinction between Classification vs Regression algorithms is Regression algorithms are used to determine continuous values such as price, income, age, etc. and Classification algorithms are used to forecast or classify the distinct values such as Real or False, Male or Female, Spam or Not Spam, etc
Read MoreAug 08, 2017 Aug 08, 2017 Loss function: In a binary classification problem like LR, the loss function is binary_crossentropy. In the multiclass case, the loss function is categorical_crossentropy. Categorical crossentropy is the generalization of binary crossentropy to more than 2 classes. Going into the theory behind loss functions is beyond the scope of this tutorial
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Read MoreAug 28, 2021 The worst performer CD algorithm resulted a score of 0.8033/0.7241 (AUC/accuracy) on unseen data, while the publisher of the dataset achieved 0.6831 accuracy score using Decision Tree Classifier and 0.6429 accuracy score using Support Vector Machine (SVM). This places the XGBoost algorithm and results in context, considering the hardware used
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