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import math
import json
import copy
import time
import numpy as np
np.set_printoptions(suppress=True)
import pandas as pd
from sl_1 import * # my custom module 

pred_df = pd.read_csv("data/pred_df.csv")
# pred_new = copy.deepcopy(pred_df[~pred_df['clf_name'].isin(['Naive Bayes', 'QDA'])])
# pred_new['ID'] = list(range(0,len(pred_new)))
# pred_new.head()
pred_df

# %matplotlib inline
import matplotlib.pyplot as plt

# +
x = pred_df.accuracy
y = pred_df.f1_score

plt.scatter(x,y)
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