Run
265774

Run 265774

Task 4504 (Supervised Classification) fri_c3_500_10 Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.KStar(3)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(3)_B20
weka.KStar(3)_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.

22 Evaluation measures

Area under ROC curve
0.7978
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7273
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4529
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2183.6778
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2805
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7298
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7268
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7268
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5653
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4719
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9474
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1371.9645
UserCPU time millis
6520
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
6520
Cross-validation details (10 times 10-fold Crossvalidation)