Download supervisedAttributeScaling JAR file with all dependencies
supervisedAttributeScaling from group nz.ac.waikato.cms.weka (version 1.0.2)
Package containing a class that rescales the attributes in a classification problem based on their discriminative power. This is useful as a pre-processing step for learning algorithms such as the k-nearest-neighbour method, to replace simple normalization. Each attribute is rescaled by multiplying it with a learned weight. All attributes excluding the class are assumed to be numeric and missing values are not permitted. To achieve the rescaling, this package also contains an implementation of non-negative logistic regression, which produces a logistic regression model with non-negative weights .
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Artifact supervisedAttributeScaling
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 30. October 2018
Tags: numeric package rescales regression contains missing permitted values rescaled processing useful power algorithms neighbour such normalization multiplying class excluding that containing each this assumed model weight simple attribute achieve with discriminative problem logistic learning nearest replace which weights learned implementation classification rescaling produces method attributes negative their also based step
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/supervisedAttributeScaling
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 30. October 2018
Tags: numeric package rescales regression contains missing permitted values rescaled processing useful power algorithms neighbour such normalization multiplying class excluding that containing each this assumed model weight simple attribute achieve with discriminative problem logistic learning nearest replace which weights learned implementation classification rescaling produces method attributes negative their also based step
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/supervisedAttributeScaling
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!
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