python.sklearn - k821209/pipelines GitHub Wiki

pca model save

from sklearn.externals import joblib
joblib.dump(pca, 'uniprot.score.ver1.pca.pkl')         # ์ €์žฅํ• ๋•Œ
pca      = joblib.load('./uniprot.score.ver1.pca.pkl') # ๋ถ€๋ฅผ๋•Œ

**๋ฐ์ดํ„ฐ๋ฅผ ๋ฝ€๊ฐœ์„œ ๋ฐ˜๋ณต ํ…Œ์ŠคํŠธ๋ฅผ ํ•˜๋Š” ๋ฐฉ๋ฒ•๋“ค **

ShuffleSplit(n_splits=100, test_size=0.2, random_state=0) 100๋ฒˆ ๋ฐ˜๋ณตํ•ด์„œ train, test์…‹์„ ๋งŒ๋“ค์–ด์ค€๋‹ค.