GeoscienceAustralia / uncover-ml

Machine Learning system for Geoscience Australia uncover project
Apache License 2.0
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Run classification on the 3D AEM dataset plus other supplementary dataset #42

Closed niketchhajed closed 6 years ago

niketchhajed commented 6 years ago

After the training dataset has been cleaned, normalised and scaled, the next step is to use different classification algorithms using an open source ML library like scikit-learn using different parameters for learning rate, initial co-efficients, and several other configurations sensitive to the algorithm.

niketchhajed commented 6 years ago

Some initial results were generated using scikit-learn and shared with John Wilford. The analysis of these results points to the possibility of increasing the coverage of labeled training dataset.

niketchhajed commented 6 years ago

The final results were plotted and shared and we can see acceptable results as per discussion with John.