DEVELOPMENT... OpenML
Run
198660

Run 198660

Task 3759 (Supervised Classification) fri_c3_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
0.5101
Per class
F measure
0.4265
Per class
Kappa
0.0224
KB relative information score
58.9187
Mean absolute error
0.432
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6464
Per class
Predictive accuracy
0.568
Prior entropy
0.9897
Recall
0.568
Per class
Relative absolute error
0.8766
Root mean prior squared error
0.4964
Root mean squared error
0.6573
Root relative squared error
1.3241
SciMark benchmark
889.3151
UserCPU time millis
70
UserCPU time millis testing
10
UserCPU time millis training
60