Run
496551

Run 496551

Task 1728 (Learning Curve) credit-approval Uploaded 03-12-2015 by Joaquin Vanschoren
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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
0.8826 ± 0.0772
Per class
F measure
0.8582 ± 0.0658
Per class
Kappa
0.7136 ± 0.1343
KB relative information score
402.2215 ± 7.2451
Mean absolute error
0.2232 ± 0.0478
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.859 ± 0.0648
Per class
Predictive accuracy
0.858 ± 0.0647
Prior entropy
0.9913
Recall
0.858 ± 0.0647
Per class
Relative absolute error
0.4519 ± 0.0973
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.346 ± 0.0729
Root relative squared error
0.6962 ± 0.1475
SciMark benchmark
932.8145
UserCPU time millis
20
UserCPU time millis training
20