Run
496650

Run 496650

Task 2094 (Learning Curve) adult 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
0.7437 ± 0.0105
Per class
F measure
0.8241 ± 0.0049
Per class
Kappa
0.5013 ± 0.0155
KB relative information score
14009.6232 ± 62.7032
Mean absolute error
0.2646 ± 0.0047
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8221 ± 0.0052
Per class
Predictive accuracy
0.8309 ± 0.0045
Prior entropy
0.7939
Recall
0.8309 ± 0.0045
Per class
Relative absolute error
0.7267 ± 0.0129
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3652 ± 0.0035
Root relative squared error
0.8559 ± 0.0084
SciMark benchmark
1016.2024
UserCPU time millis
77130
UserCPU time millis testing
80
UserCPU time millis training
77050