Fake News Tool (Bonus)

Congratulations on making it this far. You are playing a crucial role in the ongoing battle against fake news!

Since you have demonstrated such bravery, you now have the opportunity to test your own text and evaluate it using the models you have just trained. Simply run the script below and follow the instructions to input your text. Enjoy!

Please note that we will need to apply the same preprocessing steps to your text that we used on our dataset!

Aufgabe

Swipe to start coding

Simply run the provided script.

0 means fake news;
1 means true news.

Lösung

news = str(input())

# Creating a DataFrame with the text

df = pd.DataFrame([news], columns=['text'])

# Removing punctuation

df['text'] = df['text'].str.replace('[^\w\s]', '', regex=True)

#Vectorizing the text

text = vectorization.transform(df['text'])

# Making predictions

print('Logistic Regression prediction: ' + str(lr.predict(text)))

print('Decision tree prediction: ' + str(dt.predict(text)))

Mark tasks as Completed

War alles klar?

Danke für Ihr Feedback!

Abschnitt 1. Kapitel 7

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