DEVELOPMENT... OpenML
Run
199035

Run 199035

Task 4334 (Supervised Classification) fri_c0_250_10 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
0.7588
Per class
F measure
0.7584
Per class
Kappa
0.5176
KB relative information score
1294
Mean absolute error
0.2412
Mean prior absolute error
0.5
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
0.7604
Per class
Predictive accuracy
0.7588
Prior entropy
1
Recall
0.7588
Per class
Relative absolute error
0.4824
Root mean prior squared error
0.5
Root mean squared error
0.4911
Root relative squared error
0.9822
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10