DEVELOPMENT... OpenML
Run
199365

Run 199365

Task 4209 (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
0.7296
Per class
F measure
0.7589
Per class
Kappa
0.3965
KB relative information score
78615.2205
Mean absolute error
0.255
Mean prior absolute error
0.3648
Number of instances
369740
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7906
Per class
Predictive accuracy
0.745
Prior entropy
0.7951
Recall
0.745
Per class
Relative absolute error
0.699
Root mean prior squared error
0.4271
Root mean squared error
0.505
Root relative squared error
1.1824
SciMark benchmark
934.4732
UserCPU time millis
21750
UserCPU time millis testing
120
UserCPU time millis training
21630