Farizal Ginanjar

Evaluasi Kritis Random Forest dalam Prediksi Kegagalan CI/CD Pipeline pada Dataset Log Sintetis

It is concluded that the use of a synthetic log dataset constitutes the primary limitation and the root cause of the model's generalization failure, and future research is recommended to utilize actual operational logs from real-world CI/CD platforms to enable the model to demonstrate more valid causal relationships.