class |
AbstainAttributePercentile |
Only predict if attribute value within percentile range.
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class |
AbstainAverage |
Average base classifiers, abstain if difference outside thresholds
Valid options are:
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class |
AbstainAverageWithClassifierWeights |
Average base classifiers, abstain if difference outside thresholds
Valid options are:
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class |
AbstainingClassifierWrapper |
Wraps an abstaining classifier and allows turning on/of abstaining.
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class |
AbstainLeastMedianSq |
Finds the base classifier with the best least median squared error.
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class |
AbstainMinimumProbability |
Abstains if the probability of the chosen class label is below the specified threshold.
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class |
AbstainVote |
Finds the base classifier with the best least median squared error.
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class |
Consensus |
Outputs predictions only if the ensemble agrees.
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class |
ConsensusOrVote |
If the required minimum number of classifiers of the ensemble agree on a label, then this label is predicted.
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class |
FilteredClassifierExt |
Class for running an arbitrary classifier on data that has been passed through an arbitrary filter.
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class |
MinMaxLimits |
Allows to influence the handling of lower/upper limits of the built classifier when making predictions.
The following types of handling are available: AS_IS, MANUAL, CLASS_RANGE
Details on the types:
- AS_IS: prediction does not get changed
- MANUAL: applies the manual limit, ie at most this limit is output
- CLASS_RANGE: applies the percentage leeway to the class attribute range of the training set to determine the actual limit value.
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class |
ThreadSafeClassifierWrapper |
Wraps an abstaining classifier and allows turning on/of abstaining.
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