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# libraries used --> | |
import numpy as np | |
import pandas as pd | |
from sklearn.datasets import load_breast_cancer | |
from sklearn.pipeline import make_pipeline | |
from sklearn.preprocessing import StandardScaler | |
from sklearn.metrics import precision_score | |
from sklearn.datasets import make_classification | |
from sklearn.model_selection import train_test_split | |
# models --> | |
from sklearn.neighbors import KNeighborsClassifier | |
from sklearn.linear_model import LogisticRegression | |
from sklearn.svm import SVC | |
from sklearn.ensemble import RandomForestClassifier |
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