Schemassupervised/v1

SuperConfig

Entry point

Language-independent config for an rtemis supervised-learning run. Mirrors the `SuperConfig` object: data references, optional preprocessing / decomposition, an algorithm with hyperparameters, optional tuning and outer resampling, and execution settings. The same config drives rtemis (R), rtemis-py, and rtemislive.

Raw JSONv1Unknown properties rejected

Properties

dat_training_path: string | nulldefault null
Path to the training data.
dat_validation_path: string | nulldefault null
Path to the validation data.
dat_test_path: string | nulldefault null
Path to the held-out test data.
weights: string | nulldefault null
Name of the column to use as case weights.
positive_class: string | nulldefault null
Outcome level to treat as positive (binary classification).
preprocessor_config: PreprocessorConfig | null
decomposition_config: DecompositionConfig | null
algorithm: string | nulldefault null
Supervised-learning algorithm name.
hyperparameters: Hyperparameters | null
tuner_config: TunerConfig | null
outer_resampling_config: ResamplerConfig | null
execution_config: ExecutionConfig
question: string | nulldefault null
User-provided label / question for the run.
outdir: stringdefault "results/"
Output directory for results.
verbosity: integerdefault 1≥ 0
Verbosity level.

Relationships

Composes

decompositionexecutionhyperparameterspreprocessorresamplertuner