New Input Parameters for Spline Regression Self Service
@@ -160,7 +160,7 @@ $(document).ready( function() {
"pValueThreshold","complementaryPattern","complementaryLevel","seasonal","minIncrement","minWindowLength","maxWindowLength","bootstrap","numSimulations",
"notEqualEpsilon","proportionAnomalyInTraining","enableSTL","robust","periodic","enableOfflineTrain","numOfOfflineAnomalies","filterOnSeverity","targetPattern","targetLevel"
],
- SPLINE_REGRESSION: ["historicalDataLength","historicalDataMaxLength", "historicalDataMinLength","degree","pValueThreshold","logTransform","timezone"]
+ SPLINE_REGRESSION: ["historicalDataLength","historicalDataMaxLength", "historicalDataMinLength","degree","pValueThreshold","logTransform","timezone","anomalyRemovalSeverityThreshold","weeklyEffectRemovedInPrediction"]
}
//Adding property defaults and datatypes from: https://gitli.corp.linkedin.com/ars-projects/anomaly-detection/source/bdafe93d4b4e57a439b16a8ca82c5b4119218ddd:anomaly-detection/src/main/java/com/linkedin/anomaly/api
@@ -179,6 +179,8 @@ $(document).ready( function() {
"SPLINE_REGRESSION|pValueThreshold":[0.001,"double"],
"SPLINE_REGRESSION|logTransform":[false,"boolean"],
"SPLINE_REGRESSION|timezone":["America/Los_Angeles","string"],
+ "SPLINE_REGRESSION|weeklyEffectRemovedInPrediction":[true,"boolean"],
+ "SPLINE_REGRESSION|anomalyRemovalSeverityThreshold":[0.5,"double"],
"KALMAN_FILTER|knob": [10000, "double"],
"KALMAN_FILTER|order": [1, "int"],
"KALMAN_FILTER|pValueThreshold": [0.05, "double"],
