autoprognosis icon indicating copy to clipboard operation
autoprognosis copied to clipboard

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

Results 14 autoprognosis issues
Sort by recently updated
recently updated
newest added

Hello! Could you please clarify how can I interpret the results of hyperparameters search (model.p). Is it a pipeline of some methods (concatenated with '->') that will be implemented to...

## Question Executing study.run() creates lots of log information for me, how can I disable this logging? ## Further Information this happens in jupyter web version ## Screenshots ![image](https://github.com/vanderschaarlab/autoprognosis/assets/31270209/f386398f-678b-49c3-a537-a40ffee7580c)

## Question **How to output the final value of the hyperparameter?** ## Further Information How to output the final value of the hyperparameter search for the model in autoprognosis ?...

## Question Hello! It is suggested that we put set a particular horizons in RiskEstimationStudy. Could you please explain why this is necessary? Does this reduce the time for calculating...

Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.3.0 to 10.0.1. Release notes Sourced from pillow's releases. 10.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.1.html Changes Updated libwebp to 1.3.2 #7395 [@​radarhere] Updated zlib to 1.3 #7344 [@​radarhere] 10.0.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.0.html Changes...

dependencies

Collinearity is a common problem in medical analysis. For example, age group is classified data, and age is numerical data. If the data is not collinearly processed, it will produce...

Dear mainteners, we tested autoprognosis with one of our dataset with class highly imbalanced (event proportion =16%). Autoprognosis returned values of sensitivity to 0 and specificity to 1(classification of all...

If don't predefine imputer, "let the optimizer find the optimal imputer" in "Classification AutoML with imputation", the optimal imputer will encounter a problem that it "does not accept missing values...

## Description I added some changes to the "hooks" folder, including adding a `Hook` class, renaming `DefaultHooks` to `DefaultHook`, and adding `WandbHook`. The `Hooks` object now becomes a container of...