Galaxy | Tool Preview

Deep learning training and evaluation (version
Hyperparameter Swappings
Hyperparameter Swapping 0
Validation holdouts
Validation holdout 0
Metrics for evaluations
Metrics for evaluation 0
Evaluation scores will be output by default.

What it does

Given a pre-built keras deep learning model and labeled training dataset, this tool works in two modes.

In both modes, besides the performance scores, the true labels and predicted values are able to be ouputted, which could be used in generating plots in other tools, machine learning visualization extensions, for example.

Note that since all training and model parameters are accessible and changeable in the Hyperparameter Swapping section, the training and evaluation processes are transparent and fully controllable.