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AutoMLAlgorithmConfig

import type { AutoMLAlgorithmConfig } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

The collection of algorithms run on a dataset for training the model candidates of an Autopilot job.

interface AutoMLAlgorithmConfig {
AutoMLAlgorithms: AutoMLAlgorithm[];
}

§Properties

§
AutoMLAlgorithms: AutoMLAlgorithm[]
[src]

The selection of algorithms run on a dataset to train the model candidates of an Autopilot job.

Note: Selected algorithms must belong to the list corresponding to the training mode set in [AutoMLJobConfig.Mode](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobConfig.html#sagemaker-Type-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"