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"