DEVELOPMENT... OpenML
Run
198738

Run 198738

Task 3830 (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
0.8851
Per class
F measure
0.8806
Per class
Kappa
0.7493
KB relative information score
298.3481
Mean absolute error
0.1207
Mean prior absolute error
0.4686
Number of instances
406
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8867
Per class
Predictive accuracy
0.8793
Prior entropy
0.9544
Recall
0.8793
Per class
Relative absolute error
0.2576
Root mean prior squared error
0.484
Root mean squared error
0.3474
Root relative squared error
0.7178
SciMark benchmark
889.3151
UserCPU time millis
430
UserCPU time millis training
430