Run
1811915

Run 1811915

Task 10045 (Learning Curve) AP_Breast_Colon Uploaded 16-08-2016 by Jan van Rijn
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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
0.9556 ± 0.0298
Per class
F measure
0.9492 ± 0.0234
Per class
Kappa
0.8976 ± 0.0474
KB relative information score
555.7869 ± 3.2705
Mean absolute error
0.061 ± 0.0268
Mean prior absolute error
0.4958 ± 0.0008
Number of instances
630
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9493 ± 0.0234
Per class
Predictive accuracy
0.9492 ± 0.0234
Prior entropy
0.9939
Recall
0.9492 ± 0.0234
Per class
Relative absolute error
0.123 ± 0.0541
Root mean prior squared error
0.4979 ± 0.0008
Root mean squared error
0.2171 ± 0.0761
Root relative squared error
0.436 ± 0.1529
SciMark benchmark
1310.9061
UserCPU time millis
12170
UserCPU time millis testing
10
UserCPU time millis training
12160