DEVELOPMENT... OpenML
Run
199054

Run 199054

Task 4350 (Supervised Classification) fri_c1_500_25 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
0.5363
Per class
F measure
0.4845
Per class
Kappa
0.0698
KB relative information score
151.8399
Mean absolute error
0.4816
Mean prior absolute error
0.4977
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5537
Per class
Predictive accuracy
0.5184
Prior entropy
0.9967
Recall
0.5184
Per class
Relative absolute error
0.9677
Root mean prior squared error
0.4988
Root mean squared error
0.694
Root relative squared error
1.3912
SciMark benchmark
889.3151
UserCPU time millis
60
UserCPU time millis training
60