DEVELOPMENT... OpenML
Run
199043

Run 199043

Task 4340 (Supervised Classification) fri_c1_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
0.6085
Per class
F measure
0.6089
Per class
Kappa
0.2152
KB relative information score
513.8402
Mean absolute error
0.392
Mean prior absolute error
0.4954
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
0.612
Per class
Predictive accuracy
0.608
Prior entropy
0.9934
Recall
0.608
Per class
Relative absolute error
0.7912
Root mean prior squared error
0.4977
Root mean squared error
0.6261
Root relative squared error
1.258
SciMark benchmark
889.3151
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50