Run
1839047

Run 1839047

Task 10045 (Learning Curve) AP_Breast_Colon 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
0.9479 ± 0.0196
Per class
F measure
0.9429 ± 0.0154
Per class
Kappa
0.8848 ± 0.0312
KB relative information score
556.5435 ± 2.0038
Mean absolute error
0.0577 ± 0.0156
Mean prior absolute error
0.4958 ± 0.0008
Number of instances
630
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.9429 ± 0.0154
Per class
Predictive accuracy
0.9429 ± 0.0153
Prior entropy
0.9939
Recall
0.9429 ± 0.0153
Per class
Relative absolute error
0.1165 ± 0.0315
Root mean prior squared error
0.4979 ± 0.0008
Root mean squared error
0.2382 ± 0.034
Root relative squared error
0.4784 ± 0.0683
SciMark benchmark
1507.9013