Run
267713

Run 267713

Task 1807 (Supervised Classification) spambase Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_PolyKernel(3)Weka implementation of KernelLogisticRegression
weka.PolyKernel(8)_E1.0
weka.PolyKernel(8)_C250007
weka.KernelLogisticRegression_PolyKernel(3)_S1
weka.KernelLogisticRegression_PolyKernel(3)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.KernelLogisticRegression_PolyKernel(3)_L0.01
weka.KernelLogisticRegression_PolyKernel(3)_P1
weka.KernelLogisticRegression_PolyKernel(3)_E1

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
0.9697
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9238
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.84
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
17654.1154
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1179
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9239
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9241
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9241
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.247
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
0.2453
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.502
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
912.5006
UserCPU time millis
218040
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
4580
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
213460
Cross-validation details (5 times 2-fold Crossvalidation)