| AbstractCleaner |
Abstract base class for cleaners handling weka.core.Instance
objects.
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| AbstractDatabaseConnectionCleaner |
Ancestor for cleaners that require a database connection.
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| AbstractSerializableCleaner |
Abstract cleaner that can serialize its setup to disk and also load it
from there.
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| IQRCleaner |
Removes instances outside the given IQR multiplier.
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| MinMax |
Checks an attribute in the Instance whether the value is within a certain range.
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| PassThrough |
Dummy cleaner that flags everything as clean.
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| RemoveMisclassifiedCleaner |
Removes instances that are misclassified by the given relative difference, unless they are within the absolute difference.
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| RemoveOutliers |
Cross-validates the specified classifier on the incoming data and applies the outlier detector to the actual vs predicted data to remove the outliers.
NB: only works on full dataset, not instance by instance.
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