Hyperparamteroptimization for RNNs and CNNs #912
Description
Is your feature request related to a problem?
We currently only support hyperparameter optimization for FNN Models. This results out of missing functionality to measure the Quality of TimeSeries Predictions and Image Predictions.
Desired solution
Add support for TimeSeries and Images as Input in fit_by_exhaustive_search in NeuralNetworkClassifier and NeuralNetworkRegressor.
- For Time Series implement Block Validation and include the window_size in some way.
- For Images differentiate between the different prediction methods via the InputConversion
Possible alternatives (optional)
No response
Screenshots (optional)
No response
Additional Context (optional)
No response
Metadata
Metadata
Assignees
Labels
Type
Projects
Status