DEVELOPMENT... OpenML
Run
198743

Run 198743

Task 3848 (Supervised Classification) squash-unstored 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
0.5893
Per class
F measure
0.593
Per class
Kappa
0.1802
KB relative information score
9.6497
Mean absolute error
0.4038
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5938
Per class
Predictive accuracy
0.5962
Prior entropy
0.996
Recall
0.5962
Per class
Relative absolute error
0.8123
Root mean prior squared error
0.4985
Root mean squared error
0.6355
Root relative squared error
1.2748
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10