Quick Demo

Use pre-trained stacking ensemble models on demo validation data (5,456 samples, 56 metabolites). Instant results with SHAP analysis.

Run Quick Demo

Train with Demo Data

Training: 5,252 samples / Validation: 5,456 samples / 56 metabolite features (standardized)

Custom Training

Upload your own data and train a stacking ensemble regression model. Supports CSV, TSV, TXT, Excel files (max 200 MB).

You can upload two files (train/val), or a single file and split by column value or randomly.