DEVELOPMENT... OpenML
Run
198143

Run 198143

Task 273 (Supervised Classification) spambase Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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
0.9154
Per class
F measure
0.9244
Per class
Kappa
0.8402
KB relative information score
1269.2303
Mean absolute error
0.0751
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9251
Per class
Predictive accuracy
0.9249
Prior entropy
0.9674
Recall
0.9249
Per class
Relative absolute error
0.1576
Root mean prior squared error
0.4875
Root mean squared error
0.274
Root relative squared error
0.5622
SciMark benchmark
1313.9994
UserCPU time millis
860
UserCPU time millis testing
10
UserCPU time millis training
850