Package
weka.classifiers.mi
Synopsis
Modified version of the Citation kNN multi instance classifier.
For more information see:
Jun Wang, Zucker, Jean-Daniel: Solving Multiple-Instance Problem: A Lazy Learning Approach. In: 17th International Conference on Machine Learning, 1119-1125, 2000.
Options
The table below describes the options available for CitationKNN.
Option |
Description |
|---|---|
HDRank |
The rank associated to the Hausdorff distance. |
debug |
If set to true, classifier may output additional info to the console. |
numCiters |
The number of citers considered to estimate the class prediction of test bags. |
numReferences |
The number of references considered to estimate the class prediction of tests bags. |
Capabilities
The table below describes the capabilites of CitationKNN.
Capability |
Supported |
|---|---|
Class |
Missing class values, Binary class, Nominal class |
Attributes |
Date attributes, Numeric attributes, Binary attributes, Empty nominal attributes, Relational attributes, Unary attributes, Missing values, Nominal attributes |
Other |
Only multi-Instance data |
Min # of instances |
1 |