DEVELOPMENT... OpenML
Run
198537

Run 198537

Task 3504 (Supervised Classification) webdata_wXa 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
0.7913
Per class
F measure
0.7355
Per class
Kappa
0.427
KB relative information score
4409.7738
Mean absolute error
0.2853
Mean prior absolute error
0.3648
Number of instances
36974
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8468
Per class
Predictive accuracy
0.7147
Prior entropy
0.7951
Recall
0.7147
Per class
Relative absolute error
0.7819
Root mean prior squared error
0.4271
Root mean squared error
0.5341
Root relative squared error
1.2505
SciMark benchmark
930.5999
UserCPU time millis
18810
UserCPU time millis testing
130
UserCPU time millis training
18680