Run
496611

Run 496611

Task 7535 (Learning Curve) monks-problems-2 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
0.4534 ± 0.0416
Per class
F measure
0.5128 ± 0.0372
Per class
Kappa
-0.0614 ± 0.0954
KB relative information score
-15.1727 ± 2.6118
Mean absolute error
0.4573 ± 0.0123
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.4685 ± 0.0556
Per class
Predictive accuracy
0.619 ± 0.0567
Prior entropy
0.9279
Recall
0.619 ± 0.0567
Per class
Relative absolute error
1.0146 ± 0.028
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.4843 ± 0.016
Root relative squared error
1.0205 ± 0.0342
SciMark benchmark
812.774