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Home
Python 3
Understanding the Target Labels

Understanding the Target Labels

Understanding the Target Labels
Code
Converting Labels into Numbers
Verify Conversion

Understanding the Target Labels

Machine learning models require numerical labels. Before converting them, let's examine the unique values in the label column.

Code

df['label'].value_counts()

Converting Labels into Numbers

Machine learning algorithms work with numerical values rather than text labels.

If your dataset uses CG (Computer Generated/Fake) and OR (Original/Real), convert them as follows:

df['label'] = df['label'].replace({
'CG':1,
'OR':0
})

Verify Conversion

df.head()

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Understanding the Target Labels

Contents

Understanding the Target Labels

Code

Converting Labels into Numbers

Verify Conversion

Fake Review Detection System using Machine Learning

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