Model Performance Comparison

System Online
🏆

Top Performing Model

Linear Regression

Model Performance Metrics

Model NMAE NRMSE MAPE Accuracy
ARIMA 0.0015 0.0027 0.15% 99.8%
LINEAR_REGRESSION 0.0015 0.0023 0.15% 99.9%
LSTM 0.0126 0.0159 1.22% 98.8%
RNN 0.0022 0.0035 0.22% 99.8%

Pro-Tip: Accuracy is calculated based on (1 - Mean Absolute Percentage Error) over historical predictions.

Training History (MLflow Tracking)

Training Time (IST) ⓘ Run Name Model Type RMSE Accuracy Status
14 Mar 2026, 02:32 AM RNN RNN 557.938982
99.4%
FINISHED
14 Mar 2026, 02:31 AM LSTM LSTM 817.953115
99.1%
FINISHED
14 Mar 2026, 02:31 AM LinearRegression Linear Regression 471.567173
99.5%
FINISHED
14 Mar 2026, 02:31 AM ARIMA ARIMA 3698.779031
95.7%
FINISHED