willow

todo:

• write documentation
• persistance
  • model toJSON
  • model fromJSON
• predict
• evaluation metrics
  • ROC
  • Importance
  • Confusion Matrix
• visualization

technical information

model json specification

Models are exported as a set of rules steps in JSON format. Each ruleset has the following properties: { feature: 'x',// the name of the feature as a string value: 25, // the value of the feature op: '==' // what is used to evaluated children: { // Children is object with keys as the evaluation of these functions // true // false } }