Update README.md
Browse files
README.md
CHANGED
|
@@ -64,3 +64,9 @@ configs:
|
|
| 64 |
- split: test
|
| 65 |
path: data/test-*
|
| 66 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 64 |
- split: test
|
| 65 |
path: data/test-*
|
| 66 |
---
|
| 67 |
+
|
| 68 |
+
|
| 69 |
+
Feature Engineered version of [this](https://huggingface.co/datasets/uncledecart/fed-turbofan) dataset. Key differences:
|
| 70 |
+
|
| 71 |
+
- GBDT feature selection (selected on train data, target is rul, threshold is 0.01, lightgbm.LGBMRegressor is used)
|
| 72 |
+
- Sensor-wise z_score and min_max normalisation (effectively just min_max, applied z_score as in [this](https://www.researchgate.net/publication/355164116_Data-Driven_Deep_Learning-Based_Attention_Mechanism_for_Remaining_Useful_Life_Prediction_Case_Study_Application_to_Turbofan_Engine_Analysis) paper)
|