In this project, a decision tree is designed using ID3 algorithm. A decision tree has nodes and leaf nodes for classification and prediction. ID3 algorithm splits the data into two parts. The ...

Decision tree implemented according to the ID3 algorithm, supports pruning and maximum depth - IainWood/ID3-Tree. Skip to content. Navigation Menu ... Example: >python ID3.py adult.data adult.test ...

The algorithm terminates either when all the attributes have been exhausted, or the decision tree perfectly classifies the examples. The following diagram should explain the ID3 algorithm further: 6.3 ...

Decision tree is an important method for both induction research and data mining, which is mainly used for model classification and prediction. ID3 algorithm is the most widely used algorithm in the ...