DEVELOPMENT... OpenML
Run
198757

Run 198757

Task 3854 (Supervised Classification) car Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9491
Per class
F measure
0.9523
Per class
Kappa
0.887
KB relative information score
1515.3952
Mean absolute error
0.048
Mean prior absolute error
0.4199
Number of instances
1728
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9529
Per class
Predictive accuracy
0.952
Prior entropy
0.8813
Recall
0.952
Per class
Relative absolute error
0.1144
Root mean prior squared error
0.4582
Root mean squared error
0.2192
Root relative squared error
0.4784
SciMark benchmark
1312.3073
UserCPU time millis
150
UserCPU time millis training
150