DEVELOPMENT... OpenML
Run
198600

Run 198600

Task 3700 (Supervised Classification) analcatdata_vehicle 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
0.7831
Per class
F measure
0.7902
Per class
Kappa
0.5722
KB relative information score
27.5359
Mean absolute error
0.2083
Mean prior absolute error
0.4925
Number of instances
48
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7915
Per class
Predictive accuracy
0.7917
Prior entropy
0.9896
Recall
0.7917
Per class
Relative absolute error
0.423
Root mean prior squared error
0.4961
Root mean squared error
0.4564
Root relative squared error
0.9201
SciMark benchmark
889.3151