Business Problem into ML Problem
• Predict if HVAC is going to fail within next 2 weeks
Binary Classification
• Predict amount of time before next failure
Regression
• Predict if HVAC is going to fail in next 3w, 2w, 1w
Multi-class
Classification
• Predict if HVAC is going to fail within next 2 weeks
for a particular reason
Multi-class
Classification