Run
289542

Run 289542

Task 4335 (Supervised Classification) analcatdata_apnea3 Uploaded 15-03-2015 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
0.9183
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8632
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2528
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1036.6979
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1595
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2158
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4500
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
0.9032
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8969
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8969
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7392
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2623
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8009
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1318.6149
UserCPU time millis
150
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
150
Cross-validation details (10 times 10-fold Crossvalidation)