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)
net11.0-windows7.0
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 net11.0 | |
| Platforms | This API is only available when you target a specific platform: |
| Windows | 7.0 |
Information specific to net11.0-windows7.0 | |
| Assembly | Microsoft.ML.TimeSeries , Version=1.0.0.0, PublicKeyToken=cc7b13ffcd2ddd51 |
| Referencing | Your project needs a package reference to |
| Package | Microsoft.ML.TimeSeries (5.0.1) netstandard2.0 |
| Preview | This API is contained in a prerelease package. |
| Platform Restrictions | This API is supported on all platforms. |
- Built-in API
- Package-provided API