application_vnd.jupyter.stderr_output_1.png
import numpy as np
import pandas as pd
import sklearn.metrics as metrics
from sklearn.linear_model import SGDClassifier
from sklearn.model_selection import cross_val_score
from sklearn.metrics import precision_score, recall_score, f1_score, roc_auc_score, roc_curve
from sklearn.preprocessing import StandardScaler
from sklearn.ensemble import RandomForestClassifier
from sklearn.model_selection import train_test_split, GridSearchCV
from imblearn.over_sampling import SMOTE
import matplotlib.pyplot as plt