Run
246588

Run 246588

Task 1807 (Supervised Classification) spambase Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.01
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_S1

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
0.9121
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.92
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8317
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
19091.3883
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0796
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, 3.16.0-29-generic]
Precision
0.9204
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9204
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9204
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.1668
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
0.2822
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5775
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1372.675
UserCPU time millis
650
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
640
Cross-validation details (5 times 2-fold Crossvalidation)