Interpreting Machine Learning Models with InterpretML Python

Pubblicato il: 07 novembre 2021
sul canale di: JCharisTech

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In this tutorial we will explore InterpretML - a python library for interpreting black box and glass box ML models.

💻 Code:https://github.com/Jcharis/Interpreti...
📝 Official Docs: https://interpret.ml/
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⏲️===TimeStamps===⏲️
0:00 Intro: Blackbox vs Glassbox Models
02:00 Installation
02:30 Data Prep
08:00 Building Model
08:40 Evaluating ML Model
10:40 GlassBox Model -EBM
13:00 Training EBM Classifier
16:45 Interpreting GlassBox Model
21:15 Showing Dashboard in New Window
23:00 Local Explanations
25:00 Lime Interpretation
28:10 Diagram for Lime

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