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Machine Learning

27

Jan'17

203.4.1 Model Selection and Cross Validation

After learning about the Tree Building Model Selection we will now study about The Model Selection and Cross Validation In …

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27

Jan'17

203.3.11 Practice : Tree Building & Model Selection

LAB: Tree Building & Model Selection In previous section, we studied about Pruning a Decision Tree in R Import fiber …

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27

Jan'17

203.3.9 The Problem of Over fitting the Decision Tree

LAB: The Problem of Over fitting In previous section, we studied about Validating the Tree   Import Dataset: “Buyers Profiles/Train_data.csv” …

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27

Jan'17

203.3.8 Practice : Validating the Tree

Tree Validation In previous section, we studied about Building a Decision Tree in R Accuracy=(TP+TN)/(TP+FP+FN+TN) Misclassification Rate=(FP+FN)/(TP+FP+FN+TN) LAB: Tree Validation …

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27

Jan'17

203.3.7 Building a Decision Tree in R

LAB: Decision Tree Building In previous section, we studied about Information Gain in Decision Tree Split Import Data:Ecom_Cust_Relationship_Management/Ecom_Cust_Survey.csv How many …

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27

Jan'17

203.3.6 The Decision Tree Algorithm

The Decision tree Algorithm In previous section, we studied about Information Gain in Decision Tree Split The major step is …

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