Commit 76a8859d authored by PauTheu's avatar PauTheu
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stuff

parent 20201f95
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# WindTurbinePrediction
## Others: Versuch_Paul.ipynb:
Data: use ten best features explored in data_exploration.ipynb file
### Approaches:
1. Lightgbm: leaf wise tree growth (best first) instead of level wise tree growth. low acc.
2. Easy NN: 2 hidden layers, batches 64, epochs 50, binary classification, Relu, ADAM. low acc.
3. TPOPT: looks for the best classification pipeline. Currently only on mean feature data.
This repository resembles our solution approach to the second PSDA task.
......@@ -30,7 +24,7 @@ The models' predictions are combined by using a weighted majority vote.
More specifically, the models' output probabilities are acquired via softmax and averaged to form the ensemble's output.
## `Others.ipynb`
Data: use ten best features explored in data_exploration.ipynb file
Data: best features explored in data_exploration.ipynb file
### Approaches:
1. Lightgbm: leaf wise tree growth (best first) instead of level wise tree growth. low acc.
......
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