Run
437658

Run 437658

Task 7532 (Learning Curve) monks-problems-1 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_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
0.934 ± 0.0947
Per class
F measure
0.8721 ± 0.0926
Per class
Kappa
0.7482 ± 0.1758
KB relative information score
0.6843 ± 0.2155
Mean absolute error
0.1622 ± 0.1105
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8994 ± 0.0607
Per class
Predictive accuracy
0.8741 ± 0.0879
Prior entropy
1
Recall
0.8741 ± 0.0879
Per class
Relative absolute error
0.3244 ± 0.221
Root mean prior squared error
0.5
Root mean squared error
0.2869 ± 0.1459
Root relative squared error
0.5737 ± 0.2917
SciMark benchmark
941.3619
UserCPU time millis
30
UserCPU time millis training
30