ValueError: X имеет 14 функций, но LogisticReгрессия ожидает 17128 функций в качестве входных данных. ⇐ Python

[Anonymous]

# prediction system
# content = input("Enter your text: ")

# Access the text content instead of the csr_matrix element
text_content = X_train[20].toarray()[0]

# Assuming X_train contains text data; if not, adjust accordingly.
# Convert to a regular Python string if needed:
text_content = " ".join([str(element) for element in text_content if element != 0])

processed_content = preprocess_and_translate(text_content)
print("Processed content (English):", processed_content)

vectorizer = TfidfVectorizer()

vectorizer.fit_transform([processed_content])

input_data = vectorizer.transform([processed_content])

prediction = model.predict(input_data)
if prediction[0] == 1:
print('Fake news')
else:
print('Real news')


Подробнее здесь: https://stackoverflow.com/questions/790 ... 28-feature