Benchmark Evaluation Schemes

Natasha: edit this, consider combining this section with the sections in Using Models with Workflows

With the recent explosion in the number and diversity of supervised learning models, there is a need for standardized evaluation schemes and datasets to benchmark models. We are creating both benchmark datasets and benchmark evaluation schemes as part of the IMPROVE framework, beginning with Drug Response Prediction.

We currently have benchmark data for Drug Response Prediction.

IMPROVE Benchmark Evaluation Schemes

• Cross-Study Analysis
• Learning Curves