Load & merge Dataset

→ train - bodies.csv

→ train - stances.csv

Level mapping

Create combined Text

Heading + [SEP] + article Body

Train - Test Split

Train - 80%

Test - 20%

Bert

• Tokenization

• TF Bert model

SVM

• TF-IDF

• svm-classifier

RF

• TF-IDF

• Random Forest classifier

DT

• TF-IDF

• Decision Tree classifier

Model Training

Bert SVM RF DT DNN