DEVELOPMENT... OpenML
Run
199004

Run 199004

Task 4303 (Supervised Classification) fri_c0_250_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
0.7525
Per class
F measure
0.7544
Per class
Kappa
0.5063
KB relative information score
1266.7225
Mean absolute error
0.2452
Mean prior absolute error
0.498
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
0.7546
Per class
Predictive accuracy
0.7548
Prior entropy
0.9971
Recall
0.7548
Per class
Relative absolute error
0.4924
Root mean prior squared error
0.499
Root mean squared error
0.4952
Root relative squared error
0.9924
SciMark benchmark
940.3347
UserCPU time millis
50
UserCPU time millis training
50