Run
361719

Run 361719

Task 4548 (Supervised Classification) optdigits Uploaded 28-03-2015 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
0.9994
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9952
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9734
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
53061.2406
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.01
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
56200
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9952
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9952
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9952
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0546
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0627
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2075
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1333.202
UserCPU time millis
1069120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
13480
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1055640
Cross-validation details (10 times 10-fold Crossvalidation)