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LightGBM Model in Python | Tutorial | Machine Learning

Harsh Kumar

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LightGBM Model in Python | Tutorial | Machine Learning

29 795 просмотров · 5 л. назад
Harsh Kumar
1,15 тыс. подписчиков
29 795 просмотров · 5 л. назад
How to create a LightGBM classification model in Python? 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 relevant libraries 00:54 - Read training csv data 02:09 - Prepare data for LightGBM 03:36 - LightGBM Parameters 06:13 - Create LightGBM Model 07:34 - Measure model performance 08:15 - Find predictions for test data