DEVELOPMENT... OpenML
Run
199243

Run 199243

Task 4535 (Supervised Classification) cars 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
0.8852
Per class
F measure
0.8829
Per class
Kappa
0.7532
KB relative information score
3005.4117
Mean absolute error
0.1182
Mean prior absolute error
0.4686
Number of instances
4060
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8872
Per class
Predictive accuracy
0.8818
Prior entropy
0.9544
Recall
0.8818
Per class
Relative absolute error
0.2523
Root mean prior squared error
0.484
Root mean squared error
0.3438
Root relative squared error
0.7105
SciMark benchmark
937.6212
UserCPU time millis
500
UserCPU time millis testing
10
UserCPU time millis training
490