ML Lab VTU

Entropy and Information Gain in Decision Tree Learning

Machine Learning / By

Download Final Year Projects   [wptelegram-join-channel] Explain the concepts of Entropy and Information Gain in Decision Tree Learning. While constructing a decision tree, the very first question to be answered is, Which Attribute Is the Best Classifier? The central choice in the ID3 algorithm is selecting which attribute to test at each node in the …

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Appropriate Problems For Decision Tree Learning

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Download Final Year Projects   [wptelegram-join-channel] What are appropriate problems for Decision tree learning? Although a variety of decision-tree learning methods have been developed with somewhat differing capabilities and requirements, decision-tree learning is generally best suited to problems with the following characteristics: Video Tutorial 1. Instances are represented by attribute-value pairs. “Instances are described by …

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Decision Tree Representation in Machine Learning

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Download Final Year Projects   [wptelegram-join-channel] What are decision tree and decision tree learning? Explain the representation of the decision tree with an example. Decision Trees is one of the most widely used Classification Algorithm Features of Decision Tree Learning Method for approximating discrete-valued functions (including boolean) Learned functions are represented as decision trees (or …

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18CSL76 Artificial Intelligence Machine Learning Laboratory

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Download Final Year Projects   [wptelegram-join-channel] 18CSL76 Artificial Intelligence and Machine Learning Laboratory – VTU AIML Lab and Theory 18CS71 Artificial Intelligence and Machine Learning Laboratory – 18CSL76 (VTU AIML Lab) covers the different algorithms such as A* Search, A** Search, Find-S algorithms, Candidate elimination algorithm, Decision tree (ID3) algorithm, Artificial Neural Networks, Backpropagation Algorithm, …

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Backpropagation Algorithm Machine Learning

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Download Final Year Projects   [wptelegram-join-channel] Backpropagation Algorithm – Machine Learning – Artificial Neural Network In this tutorial i will discuss the Backpropagation Algorithm and its implementation in Python. Video Tutorial on Backpropagation Algorithm BACKPROPAGATION (training_example, ƞ, nin, nout, nhidden) Each training example is a pair of the form (𝑥, 𝑡), where (𝑥) is the …

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Locally Weighted Regression Algorithm in Python

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Download Final Year Projects   [wptelegram-join-channel] Python Program to Implement the Locally Weighted Regression Algorithm Exp. No. 10.   Implement the non-parametric Locally Weighted Regression algorithm in Python in order to fit data points. Select the appropriate data set for your experiment and draw graphs. Locally Weighted Regression Algorithm Regression: Regression is a technique from statistics …

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