Run
503135

Run 503135

Task 10081 (Learning Curve) pc2 Uploaded 24-12-2015 by Joaquin Vanschoren
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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.

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
0.7819 ± 0.1712
Per class
F measure
0.9937 ± 0.0026
Per class
Kappa
0.0649 ± 0.2109
KB relative information score
-25024.2705 ± 652.6249
Mean absolute error
0.008 ± 0.0017
Mean prior absolute error
0.0084 ± 0.0009
Number of instances
5589
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.9925 ± 0.0027
Per class
Predictive accuracy
0.995 ± 0.002
Prior entropy
0.0399
Recall
0.995 ± 0.002
Per class
Relative absolute error
0.9594 ± 0.2406
Root mean prior squared error
0.064 ± 0.0064
Root mean squared error
0.068 ± 0.0101
Root relative squared error
1.0629 ± 0.1682
SciMark benchmark
1154.5084
UserCPU time millis
141620
UserCPU time millis testing
2970
UserCPU time millis training
138650