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.
Available in Weka 3.6.x - 3.7.1. Available via the package management system for Weka >= 3.7.2 (citationKNN).
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 |