Uses of Class
org.tribuo.evaluation.DescriptiveStats

Packages that use DescriptiveStats

Package	Description
org.tribuo.evaluation	Evaluation base classes, along with code for train/test splits and cross validation.

Uses of DescriptiveStats in org.tribuo.evaluation

Methods in org.tribuo.evaluation that return DescriptiveStats

Modifier and Type	Method and Description
static <T extends Output<T>,C extends MetricContext<T>> DescriptiveStats	EvaluationAggregator.summarize(EvaluationMetric<T,C> metric, List<? extends Model<T>> models, Dataset<T> dataset) Summarize performance w.r.t.
static <T extends Output<T>,C extends MetricContext<T>> DescriptiveStats	EvaluationAggregator.summarize(EvaluationMetric<T,C> metric, Model<T> model, List<? extends Dataset<T>> datasets) Summarize a model's performance w.r.t.
static <T extends Output<T>,C extends MetricContext<T>> DescriptiveStats	EvaluationAggregator.summarize(List<? extends EvaluationMetric<T,C>> metrics, Model<T> model, Dataset<T> dataset) Summarize model performance on dataset across several metrics.
static <T extends Output<T>,C extends MetricContext<T>> DescriptiveStats	EvaluationAggregator.summarize(List<? extends EvaluationMetric<T,C>> metrics, Model<T> model, List<Prediction<T>> predictions) Summarize model performance on dataset across several metrics.
static <T extends Output<T>,R extends Evaluation<T>> DescriptiveStats	EvaluationAggregator.summarize(List<R> evaluations, ToDoubleFunction<R> fieldGetter) Summarize a single field of an evaluation across several evaluations.

Methods in org.tribuo.evaluation that return types with arguments of type DescriptiveStats

Modifier and Type	Method and Description
static <T extends Output<T>,R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarize(Evaluator<T,R> evaluator, List<? extends Model<T>> models, Dataset<T> dataset) Summarize performance using the supplied evaluator across several models on one dataset.
static <T extends Output<T>,R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarize(Evaluator<T,R> evaluator, Model<T> model, List<? extends Dataset<T>> datasets) Summarize performance according to evaluator for a single model across several datasets.
static <T extends Output<T>,R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarize(List<R> evaluations) Summarize all fields of a list of evaluations.