際際滷

際際滷Share a Scribd company logo

HH Data Science Meetup: Explaining complex machine learning models with LIME

S
Shirin Elsinghorst

This document is a graph showing interpretability on the y-axis and complexity on the x-axis. It shows that as models increase in complexity, their interpretability decreases, with more complex models being less interpretable. Simple models are highly interpretable but less complex while more complex models are less interpretable.

1 of 39
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
interpretability complexity 0 1 0 25 50 75 100
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
HH Data Science Meetup: Explaining complex machine learning models with LIME
Map data 息2017 Google

More Related Content

HH Data Science Meetup: Explaining complex machine learning models with LIME