Random Forest in Python using Scikit-Learn | Tutorial (Part 1/3)

Published: 16 April 2021
on channel: Harsh Kumar

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How to create a Random Forest 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
00:35 - Import libraries & read data
01:26 - Split data into train and validation data
02:17 - Create Random Forest model & evaluate
04:14 - Understanding probability of prediction
09:26 - Plot model performance w.r.t trees
11:20 - Create the final Random Forest model

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