Solar_Energy_classification

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#Group 3
#Pengkai Wang, Kaiwen Zheng, Jiahe Zhang
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Datasets

ENGR_518_group_3_datasets.csv Shuffled dataset. First 600 points for training, and rest 325 for test.

Multiclass Perceptron

Classifier for ETR and METSTAT:

multiclass-perceptron-gradient-ETR.ipynb

multiclass-perceptron-gradient-METSTAT.ipynb

Find best lamda for ETR and METSTAT:

find-lamda-ETR.ipynb

find-lamda-METSTAT.ipynb

KNN

Classifier for ETR and METSTAT:

KNN-ETR.ipynb

KNN-METSTAT.ipynb

Find best K for ETR and METSTAT:

KNN-ETR-find-best-k.ipynb

KNN-METSTAT-find-best-k.ipynb