Run
504299

Run 504299

Task 10047 (Learning Curve) Bioresponse Uploaded 30-12-2015 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
0.7264 ± 0.0301
Per class
F measure
0.7056 ± 0.025
Per class
Kappa
0.4073 ± 0.0509
KB relative information score
1482.346 ± 16.577
Mean absolute error
0.3004 ± 0.0217
Mean prior absolute error
0.4964 ± 0.0001
Number of instances
3751
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.7058 ± 0.0255
Per class
Predictive accuracy
0.7054 ± 0.0246
Prior entropy
0.9948
Recall
0.7054 ± 0.0246
Per class
Relative absolute error
0.6052 ± 0.0438
Root mean prior squared error
0.4982 ± 0.0001
Root mean squared error
0.5224 ± 0.0227
Root relative squared error
1.0486 ± 0.0454
SciMark benchmark
1204.6541
UserCPU time millis
865260
UserCPU time millis testing
94320
UserCPU time millis training
770940