From 1a3787c5309c81861c43ca83debf52fd095f1b97 Mon Sep 17 00:00:00 2001 From: Hannes Signer Date: Tue, 18 Feb 2025 17:08:50 +0100 Subject: [PATCH] add measurement plan --- doc/measurement_plan.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 doc/measurement_plan.md diff --git a/doc/measurement_plan.md b/doc/measurement_plan.md new file mode 100644 index 0000000..7faf52b --- /dev/null +++ b/doc/measurement_plan.md @@ -0,0 +1,24 @@ +# 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 |