Run
1839513

Run 1839513

Task 7536 (Learning Curve) monks-problems-3 Uploaded 15-11-2016 by Jan van Rijn
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Flow

weka.KernelLogisticRegression_PolyKernel(4)Weka implementation of KernelLogisticRegression
weka.PolyKernel(9)_E1.0
weka.PolyKernel(9)_C250007
weka.KernelLogisticRegression_PolyKernel(4)_S1
weka.KernelLogisticRegression_PolyKernel(4)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.KernelLogisticRegression_PolyKernel(4)_L0.01
weka.KernelLogisticRegression_PolyKernel(4)_P1
weka.KernelLogisticRegression_PolyKernel(4)_E1

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
0.9854 ± 0.0143
Per class
F measure
0.9783 ± 0.0141
Per class
Kappa
0.9566 ± 0.0281
KB relative information score
506.9701 ± 1.4708
Mean absolute error
0.0486 ± 0.0112
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.9784 ± 0.0126
Per class
Predictive accuracy
0.9783 ± 0.0141
Prior entropy
0.9989
Recall
0.9783 ± 0.0141
Per class
Relative absolute error
0.0974 ± 0.0225
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.1391 ± 0.0293
Root relative squared error
0.2785 ± 0.0586
SciMark benchmark
1544.9782