DEVELOPMENT... OpenML
Run
199294

Run 199294

Task 4589 (Supervised Classification) page-blocks 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
0.7761
Per class
F measure
0.9387
Per class
Kappa
0.6424
KB relative information score
32364.6504
Mean absolute error
0.0565
Mean prior absolute error
0.1838
Number of instances
54730
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9395
Per class
Predictive accuracy
0.9435
Prior entropy
0.4768
Recall
0.9435
Per class
Relative absolute error
0.3071
Root mean prior squared error
0.3031
Root mean squared error
0.2376
Root relative squared error
0.784
SciMark benchmark
1318.1432
UserCPU time millis
320
UserCPU time millis training
320