Run
344596

Run 344596

Task 1807 (Supervised Classification) spambase 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
0.9776
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8593
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
18280.5274
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1051
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
23005
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.9331
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9332
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9332
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.22
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2274
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.4655
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1338.5214
UserCPU time millis
136280
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
8590
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
127690
Cross-validation details (5 times 2-fold Crossvalidation)