DEVELOPMENT... OpenML
Run
199161

Run 199161

Task 4463 (Supervised Classification) chscase_geyser1 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
0.8714
Per class
F measure
0.8906
Per class
Kappa
0.769
KB relative information score
1714.5475
Mean absolute error
0.1068
Mean prior absolute error
0.4787
Number of instances
2220
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9005
Per class
Predictive accuracy
0.8932
Prior entropy
0.9694
Recall
0.8932
Per class
Relative absolute error
0.223
Root mean prior squared error
0.4891
Root mean squared error
0.3267
Root relative squared error
0.668
SciMark benchmark
939.5205
UserCPU time millis
10
UserCPU time millis training
10