DEVELOPMENT... OpenML
Run
198947

Run 198947

Task 4243 (Supervised Classification) analcatdata_boxing2 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
0.7664
Per class
F measure
0.7691
Per class
Kappa
0.5349
KB relative information score
706.9245
Mean absolute error
0.2303
Mean prior absolute error
0.4972
Number of instances
1320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7695
Per class
Predictive accuracy
0.7697
Prior entropy
0.996
Recall
0.7697
Per class
Relative absolute error
0.4632
Root mean prior squared error
0.4986
Root mean squared error
0.4799
Root relative squared error
0.9626
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10