DEVELOPMENT... OpenML
Run
199016

Run 199016

Task 4315 (Supervised Classification) fri_c3_250_5 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
0.6306
Per class
F measure
0.6342
Per class
Kappa
0.2593
KB relative information score
622.1238
Mean absolute error
0.3668
Mean prior absolute error
0.4919
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6361
Per class
Predictive accuracy
0.6332
Prior entropy
0.9883
Recall
0.6332
Per class
Relative absolute error
0.7457
Root mean prior squared error
0.4959
Root mean squared error
0.6056
Root relative squared error
1.2213
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis training
20