Additional Features

[jpoeppel]

A list of features that could be considered if time and motivation:
Order does not indicate any priority!

• Reduce number of required cases
• Try GP or other regression model instead of ITM
• Normalize metric by dividing each feature by it's average range of values
• Visualize resulting AC's/cases etc
• Handle outlier problem
• Investigate implementing AC transitions (closed Investigate implementing AC transitions #25)
• Improve AC selection (related to Try training classifier for AC selection #24)
• Investigate TARPIR (TARPIR angucken #22)

[jpoeppel]

Dividing by mean does not provide better results in offline test setting

[jpoeppel]

AC Selection is pretty good using the ITM as classifier and the current features