Run
579882

Run 579882

Task 7287 (Supervised Classification) adult Uploaded 06-06-2016 by Jan van Rijn
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weka.OneR(18)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(18)_B6

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
0.5924
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1017
Cross-validation details (10-fold Crossvalidation)
F measure
0.7465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18079.7521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0572
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1573.8313
Total cost
4968
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)