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add measurement plan

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Hannes Signer 2025-02-18 17:08:50 +01:00
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# Measurement overview for model optimization
### Parameters to optimize
### Saved models
`./results/model_large_standardization.keras`: Trained on `barite_50_4_corner.h5` dataset with extended Loss function (Huber loss with mass balance) and **standardized data**
### Experiments
| **Experiment** | **Dataset** | **Model** | **Lossfunction** | **Activation** | **Preprocessing** |
|----------------|-----------------------|-----------|------------------|----------------|-------------------|-------------------|
| 1 | barite_50_4_corner.h5 | large | Huber+dBa+dSa | LeakuRelu | Standardization |
| 2 | barite_50_4_corner.h5 |