DEVELOPMENT... OpenML
Run
198610

Run 198610

Task 3705 (Supervised Classification) autoHorse 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
0.9496
Per class
F measure
0.9559
Per class
Kappa
0.908
KB relative information score
185.936
Mean absolute error
0.0439
Mean prior absolute error
0.4821
Number of instances
205
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9568
Per class
Predictive accuracy
0.9561
Prior entropy
0.9742
Recall
0.9561
Per class
Relative absolute error
0.0911
Root mean prior squared error
0.4909
Root mean squared error
0.2095
Root relative squared error
0.4269
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30