Ernesto López Fune

icon indicating a website link https://inspirehep.net/authors/1270020 icon indicating an email [email protected]

icon company @Nexialog icon location Paris 75003, France. icon location Consultant Data Science, Ph.D. Astroparticle Physics & Mathematician

Results 6 issues of Ernesto López Fune

Model explainability

Is there a way, given a previously trained model, to interpret the survival prediction such as Lime or Shap?

Feature importance in Forest Models

To train any forest model with categorical variables it is needed first to convert them to dummy. After training, to get the feature importance, how does one get only one...

Feature Importance Linear Multitask Logistic Regression

Is there a way to know the feature importances (best fitting parameters) of the Linear and Non-Linear Multitask Logistic Regression models?

Calibration Plots

Is it possible to implement calibration plots with probabilities like in scikit-learn?

Installation fails

5 comment

I am trying to install the library on my computer **pip install pysurvival**, however, I get the following error message ~~~~~~~~~~ /usr/include/python3.10/cpython/unicodeobject.h:446:26: note: declared here 446 | static inline Py_ssize_t...

LIME and multi-correlated variables

Hi Community! I’ve noticed a potential issue with using the LIME package for ML model explainability, and I’d appreciate some clarification. Given that LIME is a local method, it generates...