Livoa LogoLivoa
Data Preparation
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%

Model-specific Processing
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
Evaluation & Output

new

by yasin

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