some fixes to interaction tab

oegedijk · Jan 27, 2020 · b11fef9 · b11fef9
1 parent 32e810d
commit b11fef9
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diff --git a/.vscode/settings.json b/.vscode/settings.json
@@ -1,5 +1,5 @@
 {
-    "python.pythonPath": "C:\\ProgramData\\Anaconda3\\envs\\ww_env2\\python.exe",
+    "python.pythonPath": "/anaconda/bin/python",
     "python.testing.unittestArgs": [
         "-v",
         "-s",

diff --git a/README.md b/README.md
@@ -11,8 +11,8 @@ This includes:
 - *Permutation importances* (how much does the model metric deteriorate when you shuffle a feature?)
 - *Partial dependence plots* (how does the model prediction change when you vary a single feature?
 - *Shap interaction values* (decompose the shap value into a direct effect an interaction effects)
-- For Random Forests: what is the prediction of each *individual decision tree*, and what is the path through each tree?
-- Plus for classifiers: precision plots, confusion matrixm, ROC AUC plot, PR AUC plot, etc
+- For Random Forests: what is the prediction of each *individual decision tree*, and what is the path through each tree? (using `dtreeviz`)
+- Plus for classifiers: precision plots, confusion matrix, ROC AUC plot, PR AUC plot, etc
 
 ## Installation
 

diff --git a/TODO.md b/TODO.md
@@ -15,6 +15,10 @@
 
 ## Dashboard:
 - add dependence plot to importances list
+- COntributions: add div margin to index selector
+- move number of features to display
+- add option for vertical contributions?
+- reformat contributions table
 
 ## Methods: