Deleted:[python]sklearn.ensemble.RandomForestClassifier(TypeError: string indices must be integers)

Question

[probioquestioner]

Hello.

I am using Practical Statistics for Data Scientists (50+Essential Concepts Using R and Python). I am studying about RandomForest.

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import warnings
warnings.filterwarnings('ignore')

from sklearn.datasets import load_iris, load_boston
from sklearn.ensemble import RandomForestClassifier, RandomForestRegressor

predictors = ['borrower_score', 'payment_inc_ratio']
outcome = 'outcome'
loan3000 =  '/practical-statistics-for-data-scientists-master/data/loan3000.csv'
X = loan3000[predictors]
y = loan3000[outcome]
rf = RandomForestClassifier(n_estimators=500, random_state=1, oob_score=True)
rf.fit(X, y)

In X = loan3000[predictors] part, TypeError: string indices must be integers error appears.

How can I solve it?

Thanks for reading.