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Younes-Charfaoui/HFEAFEDBSCAN.py

Created July 1, 2020 19:58
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HFEAFEDBSCAN.py
# import the libraries
from sklearn.cluster import DBSCAN
import pandas as pd
# read your data
data = pd.read_csv("yourData.csv")
# create the isolation forest
outlier_detection = DBSCAN(eps = 0.2, metric=”euclidean”, min_samples = 5, n_jobs = -1)
# fit and predict the outliers
outliers_cluster = outlier_detection.fit_predict(data)
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