Resource of free step by step video how to guides to get you started with machine learning.
Tuesday, March 8, 2022
Data centric Explainable ML Tutorial 6: Lab 2 -Explainable ML using the DALEX Package
This lab explores the basics of the DALEX package to explain the random forest (RF) model for land cover mapping. We will calculate global feature (predictor variable) importance, compute and plot accumulated dependence profile (local effects), calculate Shapley values, and plot break down profiles. Additional resources Data-centric Explainable Machine Learning for Land Cover Classification: A Practical Guide in R https://aigeolabs.com/buy-ebook/ Explainable Machine Learning for Land Cover Classification: An Introductory Guide https://aigeolabs.com/ebooks/ Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models. With examples in R and Python. https://ema.drwhy.ai/ R Script for Lab 2 https://aigeolabs.com/wp-content/uploads/2022/03/Lab-2-Explainable-ML-_DALEX.zip Lab 2 Data Set (Download Links) https://aigeolabs.com/wp-content/uploads/2021/09/Gweru_Data_Blog.zip
Subscribe to:
Post Comments (Atom)
-
JavaやC++で作成された具体的なルールに従って動く従来のプログラムと違い、機械学習はデータからルール自体を推測するシステムです。機械学習は具体的にどのようなコードで構成されているでしょうか? 機械学習ゼロからヒーローへの第一部ではそのような疑問に応えるため、ガイドのチャー...
-
#deeplearning #noether #symmetries This video includes an interview with first author Ferran Alet! Encoding inductive biases has been a lo...
-
Using GPUs in TensorFlow, TensorBoard in notebooks, finding new datasets, & more! (#AskTensorFlow) [Collection] In a special live ep...
-
How to Do PS2 Filter (Tiktok PS2 Filter Tutorial), AI tiktok filter Create your own PS2 Filter photos with this simple guide! 🎮📸 Please...
-
Challenge scenario You were recently hired as a Machine Learning Engineer at a startup movie review website. Your manager has tasked you wit...
-
#ai #attention #transformer #deeplearning Transformers are famous for two things: Their superior performance and their insane requirements...
-
Visual scenes are often comprised of sets of independent objects. Yet, current vision models make no assumptions about the nature of the p...
-
Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if we change t...
-
#alibi #transformers #attention Transformers are essentially set models that need additional inputs to make sense of sequence data. The mo...
-
Future skill Machine Learning Free Course -https://futureskillsprime.in/course/machine-learning-linear-regressionfree ai and machine learnin...
No comments:
Post a Comment