TimeSeriesCatalog
DetectAnomalyBySrCnn(TransformsCatalog, String, String, Int32, Int32, Int32, Int32, Int32, Double)
DetectChangePointBySsa(TransformsCatalog, String, String, Double, Int32, Int32, Int32, ErrorFunction, MartingaleType, Double)
DetectChangePointBySsa(TransformsCatalog, String, String, Int32, Int32, Int32, Int32, ErrorFunction, MartingaleType, Double)
DetectEntireAnomalyBySrCnn(AnomalyDetectionCatalog, IDataView, String, String, SrCnnEntireAnomalyDetectorOptions)
DetectEntireAnomalyBySrCnn(AnomalyDetectionCatalog, IDataView, String, String, Double, Int32, Double, SrCnnDetectMode)
DetectIidChangePoint(TransformsCatalog, String, String, Double, Int32, MartingaleType, Double)
DetectIidChangePoint(TransformsCatalog, String, String, Int32, Int32, MartingaleType, Double)
DetectIidSpike(TransformsCatalog, String, String, Double, Int32, AnomalySide)
DetectIidSpike(TransformsCatalog, String, String, Int32, Int32, AnomalySide)
DetectSeasonality(AnomalyDetectionCatalog, IDataView, String, Int32, Double)
DetectSpikeBySsa(TransformsCatalog, String, String, Double, Int32, Int32, Int32, AnomalySide, ErrorFunction)
DetectSpikeBySsa(TransformsCatalog, String, String, Int32, Int32, Int32, Int32, AnomalySide, ErrorFunction)
ForecastBySsa(ForecastingCatalog, String, String, Int32, Int32, Int32, Int32, Boolean, Single, RankSelectionMethod, Int32?, Int32?, Boolean, Boolean, GrowthRatio?, String, String, Single, Boolean)
LocalizeRootCause(AnomalyDetectionCatalog, RootCauseLocalizationInput, Double, Double)
LocalizeRootCauses(AnomalyDetectionCatalog, RootCauseLocalizationInput, Double, Double)
netcoreapp3.0
namespace Microsoft.ML
{
public static class TimeSeriesCatalog
{
public static SsaForecastingEstimator ForecastBySsa(this ForecastingCatalog catalog, string outputColumnName, string inputColumnName, int windowSize, int seriesLength, int trainSize, int horizon, bool isAdaptive = false, float discountFactor = 1F, RankSelectionMethod rankSelectionMethod = RankSelectionMethod.Exact, int? rank = default, int? maxRank = default, bool shouldStabilize = true, bool shouldMaintainInfo = false, GrowthRatio? maxGrowth = default, string confidenceLowerBoundColumn = null, string confidenceUpperBoundColumn = null, float confidenceLevel = 0.95F, bool variableHorizon = false);
}
}
| Upgrade Planner | 0.0 % Reference this API |
|---|---|
| .NET | 5.06.07.08.09.010.011.0 |
| .NET Core | 2.02.12.23.03.1 |
| .NET Framework | 4.6.14.6.24.74.7.14.7.24.84.8.1 |
| .NET Standard | 2.02.1 |
Information specific to netcoreapp3.0 | |
| Assembly | Microsoft.ML.TimeSeries , Version=1.0.0.0, PublicKeyToken=cc7b13ffcd2ddd51 |
| Referencing | Your project needs a package reference to |
| Package | Microsoft.ML.TimeSeries (5.0.0) netstandard2.0 |
| Preview | This API is contained in a prerelease package. |
| Platform Restrictions | This framework does not have platform annotations. |
- Built-in API
- Package-provided API