DEVELOPMENT... OpenML
Run
199261

Run 199261

Task 4562 (Supervised Classification) vehicle Uploaded 27-02-2015 by Jason
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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
0.9397
Per class
F measure
0.9497
Per class
Kappa
0.8693
KB relative information score
7212.8593
Mean absolute error
0.0506
Mean prior absolute error
0.3828
Number of instances
8460
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9502
Per class
Predictive accuracy
0.9494
Prior entropy
0.8241
Recall
0.9494
Per class
Relative absolute error
0.1321
Root mean prior squared error
0.4374
Root mean squared error
0.2249
Root relative squared error
0.5143
SciMark benchmark
1384.4418
UserCPU time millis
60
UserCPU time millis training
60