Decision Tree in Python using Scikit-Learn | Tutorial | Machine Learning
How to create a Decision Trees model in Python using Scikit Learn. The tutorial will provide a step-by-step guide for this.
Problem Statement from Kaggle: https://www.kaggle.com/c/santander-cu...
Code on Github: https://github.com/harsh1kumar/learni...
Code on Kaggle: https://www.kaggle.com/harsh1kumar/sa...
Timestamp:
00:00 - Introduction
01:17 - Read training csv data
02:36 - Split data into train and validation Datasets
03:45 - Create a simple decision tree
06:52 - Find optimal number of leaf nodes
08:24 - k-fold cross-validation
12:55 - Create the final model
14:16 - Find predictions for test data
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