Run
503115

Run 503115

Task 10055 (Learning Curve) kc1 Uploaded 23-12-2015 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
0.8023 ± 0.0521
Per class
F measure
0.8263 ± 0.0193
Per class
Kappa
0.2539 ± 0.0705
KB relative information score
159.6208 ± 18.9383
Mean absolute error
0.2081 ± 0.0153
Mean prior absolute error
0.2616 ± 0.0016
Number of instances
2109
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.8301 ± 0.0311
Per class
Predictive accuracy
0.8568 ± 0.0198
Prior entropy
0.622
Recall
0.8568 ± 0.0198
Per class
Relative absolute error
0.7954 ± 0.0563
Root mean prior squared error
0.3615 ± 0.0023
Root mean squared error
0.3266 ± 0.0194
Root relative squared error
0.9035 ± 0.0513
SciMark benchmark
841.4315
UserCPU time millis
3430
UserCPU time millis testing
270
UserCPU time millis training
3160