Run
472290

Run 472290

Task 3 (Supervised Classification) kr-vs-kp Uploaded 11-08-2015 by Joaquin Vanschoren
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weka.OneR(17)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(17)_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
0.667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1110.0656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, x86_64, Mac OS X, 10.10.4]
Precision
0.689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.142
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1505.2587
UserCPU time millis
29.903
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2.274
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
27.629
Cross-validation details (10-fold Crossvalidation)