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Aurian JAULT
7ccbb3df5d
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1 year ago | |
|---|---|---|
| src | 1 year ago | |
| README.md | 1 year ago | |
| data.csv | 1 year ago | |
README.md
Plotabit
Dataset link: https://www.kaggle.com/datasets/fedesoriano/stellar-classification-dataset-sdss17 Deep Learning: https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
Columns
| Keep | Skip |
|---|---|
| alpha | obj_ID |
| delta | run_ID |
| u | rerun_ID |
| g | plate |
| r | MJD |
| i | fiber_ID |
| z | |
| redshift |
Analysis
- Train models with just 20000 "GALAXY" class (has an impact?)
- Which model is the best, ratio learn_time/precision
- Can we drop more categories and have same results (useless data?)