Git Product home page Git Product logo

TypeError: In v0.20, force plot now requires the base value as the first parameter! Try shap.plots.force(explainer.expected_value, shap_values) or for multi-output models try shap.plots.force(explainer.expected_value[0], shap_values[0]). about shap HOT 4 CLOSED

craftsliu avatar craftsliu commented on September 27, 2024 5
TypeError: In v0.20, force plot now requires the base value as the first parameter! Try shap.plots.force(explainer.expected_value, shap_values) or for multi-output models try shap.plots.force(explainer.expected_value[0], shap_values[0]).

from shap.

Comments (4)

IlyaSwallow avatar IlyaSwallow commented on September 27, 2024

I have the same bug(

from shap.

nprime496 avatar nprime496 commented on September 27, 2024

+1

from shap.

thatlittleboy avatar thatlittleboy commented on September 27, 2024

I can't reproduce this bug (using the MWE in the original post above) on the latest version 0.46.0.
It might have been fixed recently after we standardized the shape of expected value and shap values returned by the TreeExplainer for various Tree ensemble models.

image

If anyone can confirm that this issue persists >= version 0.46.0, feel free to reply here with a reproducible example and I'll be happy to reopen the issue.
Thanks.

from shap.

Nacriema avatar Nacriema commented on September 27, 2024

I had the same issue. Does this problem related to the version of SHAP? Currently I'm using SHAP 0.44.1. And followed the visualization steps like the document.

Edited: By following the example script at v.0.44.1, then everything works like a charm.

from shap.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.