DEVELOPMENT... OpenML
Run
199190

Run 199190

Task 4490 (Supervised Classification) fri_c2_100_50 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
0.6231
Per class
F measure
0.6279
Per class
Kappa
0.2428
KB relative information score
224.0111
Mean absolute error
0.374
Mean prior absolute error
0.4875
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.632
Per class
Predictive accuracy
0.626
Prior entropy
0.9822
Recall
0.626
Per class
Relative absolute error
0.7673
Root mean prior squared error
0.4936
Root mean squared error
0.6116
Root relative squared error
1.2391
SciMark benchmark
854.5188
UserCPU time millis
20
UserCPU time millis training
20