WHAT DOES ORION FEATURE DISCOVERY DO?

Orion has built in functionality that helps you rapidly uncover the most predictive features in your dataset and avoid common feature selection pitfalls.

Ensemble Modeling Orion simultaneously tests hundreds of models with different feature specifications and identifies important features based on aggregated model fit.

ROBUST TO OVERFITTING Orion uses multilayered cross-validating techniques when training models. All fit statistics are generated on separate sets of 'testing' data which have not been used to generate the original model.

CLEANS DIRTY DATA Orion's data-cleaning algorithms can deal with most common data problems, including: missing data, mis-coded feature types, differing feature magnitudes and messy string or text variables.