Investigate New Feature Engineering Opportunities

sam-mata / antarctic-ai

Researching evolutionary learning methods to predict changes in Antarctic ice sheets.

MIT License

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Investigate New Feature Engineering Opportunities #79

Closed sam-mata closed 1 month ago

sam-mata commented 1 month ago

Details

The new dataset includes a new feature - bedrock-elevation, which may provide some opportunity for further feature creation. Particularly of note is the instances

Checklist

[x] Create several new features from bedrock-elevation.
[x] Evaluate feature performances and correlative magnitudes.

sam-mata commented 1 month ago

Smoothing and lagging techniques should also be re-evaluated.