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from sklearn.linear_model import LinearRegression | |
from sklearn.svm import SVC | |
from sklearn.naive_bayes import GaussianNB | |
from sklearn import neighbors | |
from sklearn.decomposition import PCA | |
from sklearn.cluster import KMeans | |
lr = LinearRegression(normalize=True) | |
lr.fit(x_train, y_train) | |
knn = neighbors.KNeighborsClassifier(n_neighbors=5) | |
knn.fit(x_train, y_train) | |
svc = SVC(kernel='linear') | |
svc.fit(x_train, y_train) | |
k_means = KMeans(n_clusters=3, random_state=0) | |
k_means.fit(x_train) | |
pca = PCA(n_components=0.95) | |
pca.fit_transform(x_train) |
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