Performance Score Regressor
Objective
Memprediksi skor performa (0–100) berdasarkan parameter eksekusi tugas.
Input Features
- task_complexity_level
- execution_time_sec
- energy_consumption_joule
- joint_error_margin_deg
- sensor_noise_index
- retry_count
Output
- performance_score
Architecture
- Dense(256) + ReLU
- Dense(128) + ReLU
- Dense(64) + ReLU
- Dense(1) + Linear
Loss
Mean Squared Error (MSE)
Optimizer
Adam
Metrics
- MAE
- RMSE
- R² Score
Application
- Autonomous scoring engine
- Benchmark evaluation system
- System performance optimization