DEVELOPMENT... OpenML
Run
199101

Run 199101

Task 4401 (Supervised Classification) autoMpg 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
0.907
Per class
F measure
0.9071
Per class
Kappa
0.8137
KB relative information score
3237.2516
Mean absolute error
0.093
Mean prior absolute error
0.4987
Number of instances
3980
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9071
Per class
Predictive accuracy
0.907
Prior entropy
0.9982
Recall
0.907
Per class
Relative absolute error
0.1864
Root mean prior squared error
0.4994
Root mean squared error
0.3049
Root relative squared error
0.6106
SciMark benchmark
889.3151
UserCPU time millis
40
UserCPU time millis training
40