Run
475279

Run 475279

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 17-09-2015 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
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33282.0432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3314
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
98528
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.6844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1047
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
870.2101
UserCPU time millis
5197265460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5197265390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)