DEVELOPMENT... OpenML
Run
199320

Run 199320

Task 4623 (Supervised Classification) pc1 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
0.5112
Per class
F measure
0.9005
Per class
Kappa
0.0404
KB relative information score
2820.9364
Mean absolute error
0.0687
Mean prior absolute error
0.1299
Number of instances
11090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9119
Per class
Predictive accuracy
0.9313
Prior entropy
0.3667
Recall
0.9313
Per class
Relative absolute error
0.529
Root mean prior squared error
0.2542
Root mean squared error
0.2621
Root relative squared error
1.0312
SciMark benchmark
942.9518
UserCPU time millis
100
UserCPU time millis training
100