rajana22/capstonemodel

Predictive Maintenance - Engine Condition Classifier

This model predicts whether an engine requires maintenance (1) or is operating normally (0).

Features

Engine_RPM, Lub_Oil_Pressure, Fuel_Pressure, Coolant_Pressure, Lub_Oil_Temperature, Coolant_Temperature

Test Metrics

{ "accuracy": 0.6536984898899412, "precision": 0.6534845132743363, "recall": 0.9593991067803491, "f1": 0.777430498437243 }