Run
1839193

Run 1839193

Task 125853 (Learning Curve) webdata_wXa Uploaded 10-11-2016 by Jan van Rijn
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Flow

weka.PART(4)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(4)_C0.25
weka.PART(4)_M2
weka.PART(4)_Q1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8156 ± 0.0129
Per class
F measure
0.785 ± 0.007
Per class
Kappa
0.4035 ± 0.0194
KB relative information score
11968.6879 ± 73.0591
Mean absolute error
0.2251 ± 0.0059
Mean prior absolute error
0.3648 ± 0.0001
Number of instances
36974
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.7827 ± 0.0072
Per class
Predictive accuracy
0.7879 ± 0.0072
Prior entropy
0.7951
Recall
0.7879 ± 0.0072
Per class
Relative absolute error
0.6171 ± 0.016
Root mean prior squared error
0.4271 ± 0.0001
Root mean squared error
0.3925 ± 0.0082
Root relative squared error
0.919 ± 0.0192
SciMark benchmark
1561.2153