Anomaly Detector
Data anomaly detector for NodeJS
Instalation
Copy directory to your project folder under node_modules
Examples
Training classifier
var detector = ; var random_variables = 'a' : 18 15 16 17 14 15 16 'b' : 110 130 125 124 128 118 119 'c' : 110 115 113 114 90 116 90 ; // by default, detector is storing training data in mongo databasedetector;
Testing classifier
var detector = ; var random_variable_id = 1;var testing_values = 50 70 90 110 130 150 170; // by default, detector is storing training data in mongo databasedetector;
Using memory data source
var detector = ; var options = data_source : name : 'memory' ; detector;
Next releases
- File data source
- Error handling
- Different detection methods
License
Software is licensed under MIT license. For more information check LICENSE file.