DEVELOPMENT... OpenML
Run
198598

Run 198598

Task 3696 (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
0.9125
Per class
F measure
0.9121
Per class
Kappa
0.8239
KB relative information score
327.7396
Mean absolute error
0.0879
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9124
Per class
Predictive accuracy
0.9121
Prior entropy
0.9982
Recall
0.9121
Per class
Relative absolute error
0.1763
Root mean prior squared error
0.4994
Root mean squared error
0.2965
Root relative squared error
0.5938
SciMark benchmark
1312.3073
UserCPU time millis
40
UserCPU time millis training
40