Zibo-S/Stellar-Classification
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# inspecting code file in sequence of index\ 1_Final_Report_PhaseA.ipynb\ \ 1.5_kNN_Final_Report_PhaseA_R.ipynb\ \ 1.5_kNN_Final_Report_PhaseA_FeatureSelection_Python.ipynb\ \ 2_Final_Report_PhaseB.ipynb\ \ 3_Final_Report_PhaseC.ipynb\ \ Data csv, in the order of usage\ \ 1. star_classification.csv - -loc: Rdata, original dataset from Kaggle\ \ 2. PhaseA_star.csv - - loc: Rdata, transformed full dataset, generated from PhaseA\ \ 3. PhaseA_star_subset.csv - - loc: Rdata, transformed full dataset, generated from PhaseA\ \ 4. kNN_PhaseA_star.csv - - loc: kNN_data, transformed full dataset for kNN, generated from 1.5_R\ \ \pard\tx566\tx1133\tx1700\tx2267\tx2834\tx3401\tx3968\tx4535\tx5102\tx5669\tx6236\tx6803\pardirnatural\partightenfactor0 \cf0 5. kNN_PhaseA_star_subset.csv - - loc: kNN_data, transformed subset dataset for kNN, generated from 1.5_R\ \ 6. kNN_PhaseA_star_rf.csv loc: kNN_data, transformed full dataset by RF, generated from 1.5_R\ \ 7. kNN_PhaseA_star_subset_rf.csv loc: kNN_data, transformed sub dataset by RF, generated from 1.5_R\ \ 8. kNN_PhaseA_star_perm.csv \'97 loc: kNN_data, transformed full dataset by Perm, generated from 1.5_R\ \ 9. kNN_PhaseA_star_subset_perm.csv \'97 loc: kNN_data, transformed sub dataset by Perm , generated from 1.5_R\