API Reference#
- Classifiers
- skordinal.classifiers.POM
- skordinal.classifiers.LogisticAT
- skordinal.classifiers.LogisticIT
- skordinal.classifiers.NNPOM
- skordinal.classifiers.NNOP
- skordinal.classifiers.ELMOP
- skordinal.classifiers.KDLOR
- skordinal.classifiers.REDSVM
- skordinal.classifiers.SVOR
- skordinal.classifiers.ORBoost
- skordinal.classifiers.OrdinalDecomposition
- skordinal.classifiers.RegressorWrapper
- skordinal.classifiers.CostSensitiveWrapper
- Metrics
- skordinal.metrics.mean_absolute_error
- skordinal.metrics.average_mean_absolute_error
- skordinal.metrics.maximum_mean_absolute_error
- skordinal.metrics.mean_zero_one_error
- skordinal.metrics.accuracy_score
- skordinal.metrics.accuracy_off1_score
- skordinal.metrics.geometric_mean
- skordinal.metrics.gmsec
- skordinal.metrics.minimum_sensitivity
- skordinal.metrics.mean_extreme_sensitivity
- skordinal.metrics.kendalls_tau
- skordinal.metrics.spearmans_rho
- skordinal.metrics.weighted_kappa
- skordinal.metrics.ranked_probability_score
- skordinal.metrics.get_ordinal_scorer
- skordinal.metrics.get_ordinal_scorer_names
- Datasets
- skordinal.datasets.load_balance_scale
- skordinal.datasets.load_era
- skordinal.datasets.load_esl
- skordinal.datasets.load_lev
- skordinal.datasets.load_swd
- skordinal.datasets.load_dataset
- skordinal.datasets.load_partitions
- skordinal.datasets.fetch_tocuco
- skordinal.datasets.fetch_tocuco_partition
- skordinal.datasets.download_tocuco
- skordinal.datasets.list_tocuco_datasets
- skordinal.datasets.make_ordinal_classification
- skordinal.datasets.compute_dataset_air
- skordinal.datasets.compute_dataset_mir
- skordinal.datasets.get_data_home
- skordinal.datasets.clear_data_home
- Experiments
- skordinal.experiments.ModelConfig
- skordinal.experiments.Experiment
- skordinal.experiments.ExperimentResult
- skordinal.experiments.Benchmark
- skordinal.experiments.Results
- skordinal.experiments.load_recipe
- skordinal.experiments.validate_recipe
- skordinal.experiments.summarize
- skordinal.experiments.save_summary
- skordinal.experiments.tabulate_results
- skordinal.experiments.evaluate
- Preprocessing
- Utilities