AutoCatalog.BinaryClassification Metode

Referensi

Definisi

Ruang nama:: Microsoft.ML.AutoML

Rakitan:: Microsoft.ML.AutoML.dll

Paket:: Microsoft.ML.AutoML v0.22.1

Paket:: Microsoft.ML.AutoML v0.20.1

Paket:: Microsoft.ML.AutoML v0.22.0

Paket:: Microsoft.ML.AutoML v0.23.0-preview.1.25125.4

Sumber:: AutoCatalog.cs

Sumber:: AutoCatalog.cs

Sumber:: AutoCatalog.cs

Penting

Beberapa informasi terkait produk prarilis yang dapat diubah secara signifikan sebelum dirilis. Microsoft tidak memberikan jaminan, tersirat maupun tersurat, sehubungan dengan informasi yang diberikan di sini.

Buat daftar SweepableEstimator untuk klasifikasi biner.

public Microsoft.ML.AutoML.SweepablePipeline BinaryClassification(string labelColumnName = "Label", string featureColumnName = "Features", string exampleWeightColumnName = default, bool useFastForest = true, bool useLgbm = true, bool useFastTree = true, bool useLbfgsLogisticRegression = true, bool useSdcaLogisticRegression = true, Microsoft.ML.AutoML.CodeGen.FastTreeOption fastTreeOption = default, Microsoft.ML.AutoML.CodeGen.LgbmOption lgbmOption = default, Microsoft.ML.AutoML.CodeGen.FastForestOption fastForestOption = default, Microsoft.ML.AutoML.CodeGen.LbfgsOption lbfgsLogisticRegressionOption = default, Microsoft.ML.AutoML.CodeGen.SdcaOption sdcaLogisticRegressionOption = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastTreeOption> fastTreeSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LgbmOption> lgbmSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastForestOption> fastForestSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LbfgsOption> lbfgsLogisticRegressionSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.SdcaOption> sdcaLogisticRegressionSearchSpace = default);

public Microsoft.ML.AutoML.SweepablePipeline BinaryClassification(string labelColumnName = "Label", string featureColumnName = "Features", string exampleWeightColumnName = default, bool useFastForest = true, bool useLgbm = true, bool useFastTree = true, bool useLbfgs = true, bool useSdca = true, Microsoft.ML.AutoML.CodeGen.FastTreeOption fastTreeOption = default, Microsoft.ML.AutoML.CodeGen.LgbmOption lgbmOption = default, Microsoft.ML.AutoML.CodeGen.FastForestOption fastForestOption = default, Microsoft.ML.AutoML.CodeGen.LbfgsOption lbfgsOption = default, Microsoft.ML.AutoML.CodeGen.SdcaOption sdcaOption = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastTreeOption> fastTreeSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LgbmOption> lgbmSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastForestOption> fastForestSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LbfgsOption> lbfgsSearchSpace = default, Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.SdcaOption> sdcaSearchSpace = default);

member this.BinaryClassification : string * string * string * bool * bool * bool * bool * bool * Microsoft.ML.AutoML.CodeGen.FastTreeOption * Microsoft.ML.AutoML.CodeGen.LgbmOption * Microsoft.ML.AutoML.CodeGen.FastForestOption * Microsoft.ML.AutoML.CodeGen.LbfgsOption * Microsoft.ML.AutoML.CodeGen.SdcaOption * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastTreeOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LgbmOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastForestOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LbfgsOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.SdcaOption> -> Microsoft.ML.AutoML.SweepablePipeline

member this.BinaryClassification : string * string * string * bool * bool * bool * bool * bool * Microsoft.ML.AutoML.CodeGen.FastTreeOption * Microsoft.ML.AutoML.CodeGen.LgbmOption * Microsoft.ML.AutoML.CodeGen.FastForestOption * Microsoft.ML.AutoML.CodeGen.LbfgsOption * Microsoft.ML.AutoML.CodeGen.SdcaOption * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastTreeOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LgbmOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.FastForestOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.LbfgsOption> * Microsoft.ML.SearchSpace.SearchSpace<Microsoft.ML.AutoML.CodeGen.SdcaOption> -> Microsoft.ML.AutoML.SweepablePipeline

Public Function BinaryClassification (Optional labelColumnName As String = "Label", Optional featureColumnName As String = "Features", Optional exampleWeightColumnName As String = Nothing, Optional useFastForest As Boolean = true, Optional useLgbm As Boolean = true, Optional useFastTree As Boolean = true, Optional useLbfgsLogisticRegression As Boolean = true, Optional useSdcaLogisticRegression As Boolean = true, Optional fastTreeOption As FastTreeOption = Nothing, Optional lgbmOption As LgbmOption = Nothing, Optional fastForestOption As FastForestOption = Nothing, Optional lbfgsLogisticRegressionOption As LbfgsOption = Nothing, Optional sdcaLogisticRegressionOption As SdcaOption = Nothing, Optional fastTreeSearchSpace As SearchSpace(Of FastTreeOption) = Nothing, Optional lgbmSearchSpace As SearchSpace(Of LgbmOption) = Nothing, Optional fastForestSearchSpace As SearchSpace(Of FastForestOption) = Nothing, Optional lbfgsLogisticRegressionSearchSpace As SearchSpace(Of LbfgsOption) = Nothing, Optional sdcaLogisticRegressionSearchSpace As SearchSpace(Of SdcaOption) = Nothing) As SweepablePipeline

Public Function BinaryClassification (Optional labelColumnName As String = "Label", Optional featureColumnName As String = "Features", Optional exampleWeightColumnName As String = Nothing, Optional useFastForest As Boolean = true, Optional useLgbm As Boolean = true, Optional useFastTree As Boolean = true, Optional useLbfgs As Boolean = true, Optional useSdca As Boolean = true, Optional fastTreeOption As FastTreeOption = Nothing, Optional lgbmOption As LgbmOption = Nothing, Optional fastForestOption As FastForestOption = Nothing, Optional lbfgsOption As LbfgsOption = Nothing, Optional sdcaOption As SdcaOption = Nothing, Optional fastTreeSearchSpace As SearchSpace(Of FastTreeOption) = Nothing, Optional lgbmSearchSpace As SearchSpace(Of LgbmOption) = Nothing, Optional fastForestSearchSpace As SearchSpace(Of FastForestOption) = Nothing, Optional lbfgsSearchSpace As SearchSpace(Of LbfgsOption) = Nothing, Optional sdcaSearchSpace As SearchSpace(Of SdcaOption) = Nothing) As SweepablePipeline

Parameter

labelColumnName: String

nama kolom label.

featureColumnName: String

nama kolom fitur.

exampleWeightColumnName: String

contoh nama kolom bobot.

useFastForest: Boolean

true jika menggunakan forest cepat sebagai pelatih yang tersedia.

useLgbm: Boolean

true jika menggunakan lgbm sebagai pelatih yang tersedia.

useFastTree: Boolean

true jika menggunakan pohon cepat sebagai pelatih yang tersedia.

useLbfgsLogisticRegressionuseLbfgs: Boolean

true jika digunakan LbfgsLogisticRegressionBinaryTrainer sebagai pelatih yang tersedia.

useSdcaLogisticRegressionuseSdca: Boolean

true jika digunakan SdcaLogisticRegressionBinaryTrainer sebagai pelatih yang tersedia.

fastTreeOption: FastTreeOption

jika disediakan, gunakan sebagai opsi awal untuk pohon cepat, jika tidak, opsi default akan digunakan.

lgbmOption: LgbmOption

jika disediakan, gunakan sebagai opsi awal untuk lgbm, jika tidak, opsi default akan digunakan.

fastForestOption: FastForestOption

jika disediakan, gunakan sebagai opsi awal untuk forest cepat, jika tidak, opsi default akan digunakan.

lbfgsLogisticRegressionOptionlbfgsOption: LbfgsOption

jika disediakan, gunakan sebagai opsi awal untuk lbfgsLogisticRegressionSearchSpace, jika tidak, opsi default akan digunakan.

sdcaLogisticRegressionOptionsdcaOption: SdcaOption

jika disediakan, gunakan sebagai opsi awal untuk sdcaLogisticRegressionSearchSpace, jika tidak, opsi default akan digunakan.

fastTreeSearchSpace: SearchSpace<FastTreeOption>

jika disediakan, gunakan sebagai ruang pencarian untuk pohon cepat, jika tidak, ruang pencarian default akan digunakan.

lgbmSearchSpace: SearchSpace<LgbmOption>

jika disediakan, gunakan sebagai ruang pencarian untuk lgbm, jika tidak, ruang pencarian default akan digunakan.

fastForestSearchSpace: SearchSpace<FastForestOption>

jika disediakan, gunakan sebagai ruang pencarian untuk forest cepat, jika tidak, ruang pencarian default akan digunakan.

lbfgsLogisticRegressionSearchSpacelbfgsSearchSpace: SearchSpace<LbfgsOption>

jika disediakan, gunakan sebagai ruang pencarian untuk LbfgsLogisticRegressionBinaryTrainer, jika tidak, ruang pencarian default akan digunakan.

sdcaLogisticRegressionSearchSpacesdcaSearchSpace: SearchSpace<SdcaOption>

jika disediakan, gunakan sebagai ruang pencarian untuk SdcaLogisticRegressionBinaryTrainer, jika tidak, ruang pencarian default akan digunakan.

Mengembalikan

SweepablePipeline

Berlaku untuk