Run
578193

Run 578193

Task 21 (Supervised Classification) car Uploaded 03-06-2016 by Jan van Rijn
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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
0.9961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
883.5904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1418
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6723
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.1258
UserCPU time millis
3340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)