Run
451114

Run 451114

Task 4587 (Supervised Classification) pendigits Uploaded 19-05-2015 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
0.9997
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9972
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9852
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
104193.9291
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0093
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
109920
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.9972
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9972
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9972
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0504
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.1652
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
763.3895
UserCPU time millis
1452100
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
29570
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1422530
Cross-validation details (10 times 10-fold Crossvalidation)