Run
317423

Run 317423

Task 3043 (Supervised Classification) sick Uploaded 22-03-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_RBFKernel(1)Weka implementation of KernelLogisticRegression
weka.KernelLogisticRegression_RBFKernel(1)_S1
weka.KernelLogisticRegression_RBFKernel(1)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.KernelLogisticRegression_RBFKernel(1)_L0.01
weka.KernelLogisticRegression_RBFKernel(1)_P1
weka.KernelLogisticRegression_RBFKernel(1)_E1
weka.RBFKernel(3)_G0.01
weka.RBFKernel(3)_C250007

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
0.9465
Per class
Cross-validation details (33% Holdout set)
F measure
0.966
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7034
Cross-validation details (33% Holdout set)
KB relative information score
502.6481
Cross-validation details (33% Holdout set)
Mean absolute error
0.0511
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1193
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9667
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9687
Cross-validation details (33% Holdout set)
Prior entropy
0.3333
Cross-validation details (33% Holdout set)
Recall
0.9687
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4284
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2482
Cross-validation details (33% Holdout set)
Root mean squared error
0.1605
Cross-validation details (33% Holdout set)
Root relative squared error
0.6467
Cross-validation details (33% Holdout set)
SciMark benchmark
1335.5424
UserCPU time millis
615990
Cross-validation details (33% Holdout set)
UserCPU time millis testing
3340
Cross-validation details (33% Holdout set)
UserCPU time millis training
612650
Cross-validation details (33% Holdout set)