Run
1839093

Run 1839093

Task 125873 (Learning Curve) adult Uploaded 09-11-2016 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
0.89 ± 0.0073
Per class
F measure
0.8519 ± 0.007
Per class
Kappa
0.5839 ± 0.0203
KB relative information score
22691.1291 ± 79.0284
Mean absolute error
0.1827 ± 0.0051
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.8505 ± 0.0072
Per class
Predictive accuracy
0.8557 ± 0.0067
Prior entropy
0.7939
Recall
0.8557 ± 0.0067
Per class
Relative absolute error
0.5019 ± 0.0139
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3236 ± 0.0059
Root relative squared error
0.7586 ± 0.0139
SciMark benchmark
1305.0481