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Diabetes_Prediction-And-Analysis-of-ROC-curve

In This Repository, I put Jupyter File Which has following Topics Cover:

   import pandas as pd
   import numpy as np
   import matplotlib.pyplot as plt
   import seaborn as sns
   %matplotlib inline

1. Data Preprocessing

  • Handle Null Values
  • Deal with Outliers
  • Scale data With from sklearn.preprocessing import StandardScaler

2. Build Model

  • KNearestNeighbors

    • For more accuracy Decide n_neighbor value.
    • ROC CURVE Analysis
  • Logistic Regression

    • ROC CURVE Analysis
  • Random Forest

    • ROC CURVE Analysis

3. Analysis of ROC CURVE (KNN, Logistic Regression, Random Forest)

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