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/AWS1/CL_SGMAUTOMLALGCONFIG

The selection of algorithms trained on your dataset to generate the model candidates for an Autopilot job.

CONSTRUCTOR

IMPORTING

Required arguments:

it_automlalgorithms TYPE /AWS1/CL_SGMAUTOMLALGORITHMS_W=>TT_AUTOMLALGORITHMS TT_AUTOMLALGORITHMS

The selection of algorithms trained on your dataset to generate the model candidates for an Autopilot job.

  • For the tabular problem type TabularJobConfig:

    Selected algorithms must belong to the list corresponding to the training mode set in AutoMLJobConfig.Mode (ENSEMBLING or HYPERPARAMETER_TUNING). Choose a minimum of 1 algorithm.

    • In ENSEMBLING mode:

      • "catboost"

      • "extra-trees"

      • "fastai"

      • "lightgbm"

      • "linear-learner"

      • "nn-torch"

      • "randomforest"

      • "xgboost"

    • In HYPERPARAMETER_TUNING mode:

      • "linear-learner"

      • "mlp"

      • "xgboost"

  • For the time-series forecasting problem type TimeSeriesForecastingJobConfig:

    • Choose your algorithms from this list.

      • "cnn-qr"

      • "deepar"

      • "prophet"

      • "arima"

      • "npts"

      • "ets"

Queryable Attributes

AutoMLAlgorithms

The selection of algorithms trained on your dataset to generate the model candidates for an Autopilot job.

  • For the tabular problem type TabularJobConfig:

    Selected algorithms must belong to the list corresponding to the training mode set in AutoMLJobConfig.Mode (ENSEMBLING or HYPERPARAMETER_TUNING). Choose a minimum of 1 algorithm.

    • In ENSEMBLING mode:

      • "catboost"

      • "extra-trees"

      • "fastai"

      • "lightgbm"

      • "linear-learner"

      • "nn-torch"

      • "randomforest"

      • "xgboost"

    • In HYPERPARAMETER_TUNING mode:

      • "linear-learner"

      • "mlp"

      • "xgboost"

  • For the time-series forecasting problem type TimeSeriesForecastingJobConfig:

    • Choose your algorithms from this list.

      • "cnn-qr"

      • "deepar"

      • "prophet"

      • "arima"

      • "npts"

      • "ets"

Accessible with the following methods

Method Description
GET_AUTOMLALGORITHMS() Getter for AUTOMLALGORITHMS, with configurable default
ASK_AUTOMLALGORITHMS() Getter for AUTOMLALGORITHMS w/ exceptions if field has no va
HAS_AUTOMLALGORITHMS() Determine if AUTOMLALGORITHMS has a value

Public Local Types In This Class

Internal table types, representing arrays and maps of this class, are defined as local types:

TT_AUTOMLALGORITHMSCONFIG

TYPES TT_AUTOMLALGORITHMSCONFIG TYPE STANDARD TABLE OF REF TO /AWS1/CL_SGMAUTOMLALGCONFIG WITH DEFAULT KEY
.