DEVELOPMENT... OpenML
Run
199010

Run 199010

Task 4299 (Supervised Classification) analcatdata_supreme 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
0.9823
Per class
F measure
0.9864
Per class
Kappa
0.9626
KB relative information score
38800.089
Mean absolute error
0.0136
Mean prior absolute error
0.3645
Number of instances
40520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9864
Per class
Predictive accuracy
0.9864
Prior entropy
0.7946
Recall
0.9864
Per class
Relative absolute error
0.0374
Root mean prior squared error
0.4269
Root mean squared error
0.1168
Root relative squared error
0.2737
SciMark benchmark
1404.1865
UserCPU time millis
170
UserCPU time millis training
170