DEVELOPMENT... OpenML
Run
198086

Run 198086

Task 43 (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
0.8889
Per class
F measure
0.9021
Per class
Kappa
0.7934
KB relative information score
3650.3975
Mean absolute error
0.0967
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9047
Per class
Predictive accuracy
0.9033
Prior entropy
0.9674
Recall
0.9033
Per class
Relative absolute error
0.2025
Root mean prior squared error
0.4886
Root mean squared error
0.311
Root relative squared error
0.6364
SciMark benchmark
916.5955
UserCPU time millis
1120
UserCPU time millis testing
10
UserCPU time millis training
1110