Run
1811917

Run 1811917

Task 125849 (Learning Curve) Australian 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
0.8798 ± 0.0302
Per class
F measure
0.8523 ± 0.0316
Per class
Kappa
0.7015 ± 0.0637
KB relative information score
404.7227 ± 4.2338
Mean absolute error
0.2197 ± 0.0299
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8527 ± 0.0316
Per class
Predictive accuracy
0.8522 ± 0.0319
Prior entropy
0.9913
Recall
0.8522 ± 0.0319
Per class
Relative absolute error
0.4448 ± 0.0607
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.351 ± 0.0351
Root relative squared error
0.7062 ± 0.0712
SciMark benchmark
1244.0601
UserCPU time millis
40
UserCPU time millis training
40