DEVELOPMENT... OpenML
Run
198357

Run 198357

Task 3019 (Supervised Classification) Australian 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
0.8507
Per class
F measure
0.8557
Per class
Kappa
0.7072
KB relative information score
488.4748
Mean absolute error
0.1435
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8573
Per class
Predictive accuracy
0.8565
Prior entropy
0.9913
Recall
0.8565
Per class
Relative absolute error
0.2905
Root mean prior squared error
0.497
Root mean squared error
0.3788
Root relative squared error
0.7622
SciMark benchmark
934.4732
UserCPU time millis
100
UserCPU time millis training
100