Run
505062

Run 505062

Task 3840 (Supervised Classification) letter Uploaded 07-01-2016 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
0.5123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4867.7843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-74-generic]
Precision
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1943.9988
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)