Run
566446

Run 566446

Task 3962 (Supervised Classification) OVA_Breast Uploaded 20-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.JRip(5)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1

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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1220.5497
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0654
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5564
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
959.123
UserCPU time millis
79240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
79180
Cross-validation details (10-fold Crossvalidation)