Comments (3)
oh I get it :) I think that the labels of the left tree were supposed to be "Fever" for the root, and "Cough" for the 2 lower nodes, right?
from shap.
You are right. Sorry for the typo, I will have a new arXiv version of the Tree SHAP paper up soon (a few days) that will be a lot cleaner.
from shap.
Here is the new arXiv version, it should make the example much clearer. If not let me know :)
https://arxiv.org/abs/1802.03888
from shap.
Related Issues (20)
- BUG: Waterfall feature names IndexError HOT 1
- BUG: DeepExplainer throws error when using `__call__`
- CI failing on tensorflow 2.16+ due to incompatibility between transformers & keras V3
- BUG: Output 0 of BackwardHookFunctionBackward is a view and is being modified inplace. This view was created inside a custom Function (or because an input was returned as-is) and the autograd logic to handle view+inplace would override the custom backward associated with the custom Function, leading to incorrect gradients. This behavior is forbidden. You can fix this by cloning the output of the custom Functio HOT 3
- ENH: Display worst features with barplot
- Allow shap to take list or dict as input HOT 3
- BUG: LightGBM with multiclass interaction TreeShap produces explainer error HOT 12
- ENH: Integrate Fasttreeshap speedup into SHAP HOT 2
- BUG: `base_score` attribute of the `XGBTreeModelLoader` is broken for all exponential losses (e.g. tweedie, poisson) HOT 4
- BUG: ERROR USING LLAMA-2 HOT 15
- BUG: 0.45.0 update breaks pytorch example on docs HOT 1
- x
- BUG: Error using Falcon for text-generation HOT 4
- BUG: Error when using DeepExplainer on LSTM Model HOT 1
- ENH: Partition Explainer for Video Models
- Does Feature/Column Order of dataset matter while calculating SHAP values? HOT 3
- When will the paddlepaddle framework be supported HOT 1
- BUG: LookupError: gradient registry has no entry for: shap_TensorListStack HOT 1
- BUG: shap summary plot for 3 group classification HOT 1
- ENH: Include directionality of feature association in beeswarm plot
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from shap.