Model Comparison
Choose between environmental sensor monitoring and mechanical performance analysis based on your equipment category and available telemetry.
| Attribute | Dataset 1 | Dataset 2 |
|---|---|---|
| Focus | Environmental Sensor Monitoring | Mechanical Performance Analysis |
| Algorithm | SVM (RBF kernel) | Random Forest Classifier |
| Accuracy | 94.0% | 96.0% |
| Key Features | Temperature, Pressure, Vibration, Humidity, Type, Location | Process Temp, Air Temp, RPM, Torque, Tool Wear, Equipment Type |
| Best for | Pumps, Turbines, HVAC equipment | CNC lines, motors, rotating machinery |