Run
1672735

Run 1672735

Task 3019 (Supervised Classification) Australian Uploaded 21-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.8803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8156
Cross-validation details (10-fold Crossvalidation)