DEVELOPMENT... OpenML
Run
199313

Run 199313

Task 4616 (Supervised Classification) ar4 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
0.6795
Per class
F measure
0.8067
Per class
Kappa
0.3617
KB relative information score
269.8098
Mean absolute error
0.1925
Mean prior absolute error
0.3076
Number of instances
1070
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.806
Per class
Predictive accuracy
0.8075
Prior entropy
0.707
Recall
0.8075
Per class
Relative absolute error
0.626
Root mean prior squared error
0.3899
Root mean squared error
0.4388
Root relative squared error
1.1254
SciMark benchmark
939.5205
UserCPU time millis
20
UserCPU time millis training
20