Model Performance Comparison
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Top Performing Live Model
Linear Regression
Engine Metrics Matrix
| Model Architecture | NMAE | NRMSE | MAPE | Accuracy Grade |
|---|---|---|---|---|
| arima | 0.0014 | 0.0026 | 0.15% | 99.9% |
| linear_regression | 0.0014 | 0.0022 | 0.14% | 99.9% |
| lstm | 0.0142 | 0.0170 | 1.39% | 98.6% |
| rnn | 0.0023 | 0.0037 | 0.23% | 99.8% |
METRICS INFO: Accuracy is calculated based on (1 - Mean Absolute Percentage Error) aggregated over the most recent historical predictions window.
MLFlow Pipeline Tracker
| Timestamp (IST) | Iteration Output | Engine ID | Root Error | Accuracy | Pipeline State |
|---|---|---|---|---|---|
| No MLflow runs detected. | |||||