Run
148604

Run 148604

Task 1 (Supervised Classification) anneal Uploaded 05-02-2015 by Jan van Rijn
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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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
759.1089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4286
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.6457
UserCPU time millis
4280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
4280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training