Run
317226

Run 317226

Task 273 (Supervised Classification) spambase 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
0.9836
Per class
Cross-validation details (33% Holdout set)
F measure
0.9426
Per class
Cross-validation details (33% Holdout set)
Kappa
0.879
Cross-validation details (33% Holdout set)
KB relative information score
1237.3519
Cross-validation details (33% Holdout set)
Mean absolute error
0.094
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4764
Cross-validation details (33% Holdout set)
Number of instances
1518
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9426
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9427
Cross-validation details (33% Holdout set)
Prior entropy
0.9674
Cross-validation details (33% Holdout set)
Recall
0.9427
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1972
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4875
Cross-validation details (33% Holdout set)
Root mean squared error
0.2085
Cross-validation details (33% Holdout set)
Root relative squared error
0.4277
Cross-validation details (33% Holdout set)
SciMark benchmark
1297.2338
UserCPU time millis
172120
Cross-validation details (33% Holdout set)
UserCPU time millis testing
8210
Cross-validation details (33% Holdout set)
UserCPU time millis training
163910
Cross-validation details (33% Holdout set)