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Regression

.... Classification Decision Tree Machine Learning Regression

What are different algorithms available for Decision Tree?

January 8, 2021 / May 2, 2025 by Monis Khan | Leave a Comment

Keys=What are different algorithms available for Decision Tree? Keys=algorithms Keys=15 Keys=Different algorithms available for Decision Tree Keys=0

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Classification Decision Tree Machine Learning Regression

How does node selection take place while building a tree?

January 8, 2021 / May 2, 2025 by Monis Khan | Leave a Comment

Keys=How does node selection take place while building a tree? Keys=node selection, node Keys=15 Keys=node selection take place while building a tree Keys=0

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Classification Decision Tree Machine Learning Regression

What do you understand by Information Gain? How does it help in tree building?

January 8, 2021 / May 6, 2025 by Monis Khan | Leave a Comment

Keys=What do you understand by Information Gain? How does it help in tree building? Keys=Gain, Information Gain, tree building Keys=15 Keys=Understand by Information Gain, Help in tree building Keys=0

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Classification Decision Tree Machine Learning Regression

What is Gini Impurity?

January 8, 2021 / May 6, 2025 by Monis Khan | Leave a Comment

Keys=What is Gini Impurity? Keys=Gini Impurity Keys=15 Keys=Gini Impurity Keys=0

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Classification Decision Tree Machine Learning Regression

What is Entropy? How is it calculated?

January 8, 2021 / May 6, 2025 by Monis Khan | Leave a Comment

Keys=What is Entropy? How is it calculated? Keys=Entropy Keys=15 Keys=Entropy Keys=0

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Classification Decision Tree Machine Learning Regression

What’s the difference between pre pruning and post pruning?

January 8, 2021 / May 2, 2025 by Monis Khan | Leave a Comment

Keys=What’s the difference between pre pruning and post pruning? Keys=Pruning, Post Pruning, Pre Pruning Keys=15 Keys=pre pruning and post pruning Keys=0

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Classification Decision Tree Machine Learning Regression

Why Recursive binary splitting is called Greedy Approach?

January 8, 2021 / May 6, 2025 by Monis Khan | Leave a Comment

Keys=Why Recursive binary splitting is called Greedy Approach? Keys=Recursive binary splitting, Greedy Approach Keys=15 Keys=Recursive binary splitting is called Greedy Approach Keys=0

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Decision Tree Machine Learning Regression

How decision tree works for a regression problem?

January 8, 2021 / May 2, 2025 by Monis Khan | Leave a Comment

Keys=How decision tree works for a regression problem? Keys=tree works, regression problem Keys=15 Keys=Tree works for a regression problem Keys=0

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Logistic Regression Machine Learning Regression

What is AUC, and when is it used?

January 7, 2021 / May 2, 2025 by Monis Khan | Leave a Comment

Keys=What is AUC, and when is it used? Keys=AUC, Plot ROC, algorithm, Receiver Operator Curve Keys=15 Keys=What is AUC, and when is it used Keys=0

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Classification Logistic Regression Machine Learning

Explain the significance of ROC.

January 7, 2021 / May 2, 2025 by Monis Khan | Leave a Comment

Keys=Explain the significance of ROC. Keys=Significance of ROC, ROC, Receiver Operator Curve Keys=15 Keys=Significance of ROC Keys=0

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