Run
535755

Run 535755

Task 27 (Supervised Classification) colic Uploaded 09-03-2016 by Martijn Post
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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.

22 Evaluation measures

Area under ROC curve
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
168.6939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2471
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9633
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1887.4343
UserCPU time millis
452.4029
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
452.4029
Cross-validation details (10-fold Crossvalidation)