Question: Decision Trees Supervised Methods; Classification; Root Node; Internal Node; Decision Rule; Splitting; Entropy ; Threshold; Information Gain; Random Forest; Pruning 1 . Provide detailed insights

Decision Trees Supervised Methods; Classification; Root Node; Internal Node; Decision Rule; Splitting; Entropy ; Threshold; Information Gain; Random Forest; Pruning
1. Provide detailed insights and analysis.
2. demonstrate a correct implementation of the SOAR model
3. Provide thorough investigation of Decision trees
4. Whats the implication of Decision trees, and their relationship with the field of business analytics.

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