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Home
Python 3
Lemmatization

Lemmatization

Explanation
Code
Apply Function
View Results

Lemmatization

Explanation

Different forms of a word often carry the same meaning.

For example:

Running → Run
Studies → Study
Bought → Buy
Cars → Car

Lemmatization converts words to their base form, helping the model recognize similar words as the same feature.

Code

lemmatizer = WordNetLemmatizer()

Create Function

def lemmatize_text(text):
words = text.split()
words = [
lemmatizer.lemmatize(word)
for word in words
]
return " ".join(words)

Apply Function

df['clean_review'] = df['clean_review'].apply(lemmatize_text)

View Results

df[['review','clean_review']].head()

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Lemmatization

Contents

Lemmatization

Explanation

Code

Create Function

Apply Function

View Results

Fake Review Detection System using Machine Learning

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