Run
1674219

Run 1674219

Task 3528 (Supervised Classification) la2s.wc Uploaded 22-07-2016 by Jan van Rijn
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Flow

weka.KStar(4)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(4)_B20
weka.KStar(4)_Ma

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
797.2236
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.3278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1119
Cross-validation details (10-fold Crossvalidation)