Run
350049

Run 350049

Task 3056 (Supervised Classification) SPECT Uploaded 27-03-2015 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
0.8383
Per class
Cross-validation details (33% Holdout set)
F measure
0.8241
Per class
Cross-validation details (33% Holdout set)
Kappa
0.466
Cross-validation details (33% Holdout set)
KB relative information score
24.3066
Cross-validation details (33% Holdout set)
Mean absolute error
0.2228
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3342
Cross-validation details (33% Holdout set)
Number of instances
88
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.821
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8295
Cross-validation details (33% Holdout set)
Prior entropy
0.738
Cross-validation details (33% Holdout set)
Recall
0.8295
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6667
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4115
Cross-validation details (33% Holdout set)
Root mean squared error
0.355
Cross-validation details (33% Holdout set)
Root relative squared error
0.8627
Cross-validation details (33% Holdout set)
SciMark benchmark
1317.5857
UserCPU time millis
640
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
630
Cross-validation details (33% Holdout set)