Livoa LogoLivoa
Data Preparation
Load & merge Dataset


→ train - bodies.csv

→ train - stones.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
DF


• TF-IDF


• Decision Tree classifier
Model Training
Evaluation & output

mmm

by yasin

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