DEVELOPMENT... OpenML
Run
198502

Run 198502

Task 3601 (Supervised Classification) cpu_small 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
0.8682
Per class
F measure
0.9036
Per class
Kappa
0.7673
KB relative information score
6231.4341
Mean absolute error
0.0942
Mean prior absolute error
0.4219
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9055
Per class
Predictive accuracy
0.9058
Prior entropy
0.8842
Recall
0.9058
Per class
Relative absolute error
0.2234
Root mean prior squared error
0.4593
Root mean squared error
0.307
Root relative squared error
0.6684
SciMark benchmark
940.3347
UserCPU time millis
570
UserCPU time millis testing
10
UserCPU time millis training
560