204.3.4 How to Calculate Entropy for Decision Tree Split?
Link to the previous post : https://statinfer.com/204-3-3-how-decision-tree-splits-works/ Entropy Calculation – Example Entropy at root Total population at root 100 50+,50- …
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204.3.3 How Decision tree Splits works?
Link to the previous post : https://statinfer.com/204-3-2-the-decision-tree-approach/ Decision Tree follows the Algorithm ID3 (Iterative Dichotomiser 3). This algorithm iteratively splits data …
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204.3.2 The Decision Tree Approach
Link to the previous post :https://statinfer.com/204-3-1-decision-trees-in-python-segmentation/ The Decision Tree Approach The aim is to divide the whole population or the …
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204.3.1 Decision Trees in Python : Segmentation
In this series of posts we will cover one of the widely used algorithms in machine learning. We will start …
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204.2.6 Model Selection : Logistic Regression
Link to the previous post : https://statinfer.com/204-2-5-multicollinearity-and-individual-impact-of-variables-in-logistic-regression/ We left some part of the post regarding goodness of fitness behind. We will …
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204.2.5 Multicollinearity and Individual Impact Of Variables in Logistic Regression
Link to the previous post : https://statinfer.com/204-2-4-goodness-of-fit-for-logistic-regression/ Previous post was about goodness of fit, we covered Confusion matrix and will cover …
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