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hotSpot

HotSpot learns a set of rules (displayed in a tree-like structure) that maximize/minimize a target variable/value of interest. With a nominal target, one might want to look for segments of the data where there is a high probability of a minority value occuring (given the constraint of a minimum support). For a numeric target, one might be interested in finding segments where this is higher on average than in the whole data set. For example, in a health insurance scenario, find which health insurance groups are at the highest risk (have the highest claim ratio), or, which groups have the highest average insurance payout.

License

License
Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

hotSpot
Last Version

Last Version

1.0.14
Release Date

Release Date
Type

Type

jar
Description

Description

hotSpot
HotSpot learns a set of rules (displayed in a tree-like structure) that maximize/minimize a target variable/value of interest. With a nominal target, one might want to look for segments of the data where there is a high probability of a minority value occuring (given the constraint of a minimum support). For a numeric target, one might be interested in finding segments where this is higher on average than in the whole data set. For example, in a health insurance scenario, find which health insurance groups are at the highest risk (have the highest claim ratio), or, which groups have the highest average insurance payout.
Project URL

Project URL

http://weka.sourceforge.net/doc.packages/hotSpot
Project Organization

Project Organization

University of Waikato, Hamilton, NZ
Source Code Management

Source Code Management

https://svn.cms.waikato.ac.nz/svn/weka/tags/hotSpot-1.0.14

Download hotSpot

Filename Size
hotSpot-1.0.14.pom
hotSpot-1.0.14.jar 22 KB
hotSpot-1.0.14-tests.jar 4 KB
hotSpot-1.0.14-test-sources.jar 1 KB
hotSpot-1.0.14-sources.jar 12 KB
hotSpot-1.0.14-javadoc.jar 31 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/hotSpot/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>hotSpot</artifactId>
    <version>1.0.14</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/hotSpot/
implementation 'nz.ac.waikato.cms.weka:hotSpot:1.0.14'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/hotSpot/
implementation ("nz.ac.waikato.cms.weka:hotSpot:1.0.14")
'nz.ac.waikato.cms.weka:hotSpot:jar:1.0.14'
<dependency org="nz.ac.waikato.cms.weka" name="hotSpot" rev="1.0.14">
  <artifact name="hotSpot" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='hotSpot', version='1.0.14')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "hotSpot" % "1.0.14"
[nz.ac.waikato.cms.weka/hotSpot "1.0.14"]

Dependencies

compile (1)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev jar [3.7.1,)

test (2)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev test-jar [3.7.1,)
junit : junit jar 4.13.1

Project Modules

There are no modules declared in this project.

Versions

Version
1.0.14
1.0.13
1.0.12
1.0.11
1.0.10
1.0.9
1.0.8
1.0.7
1.0.6
1.0.3
1.0.2