DEVELOPMENT... OpenML
Run
199285

Run 199285

Task 4582 (Supervised Classification) analcatdata_dmft 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
0.5019
Per class
F measure
0.7207
Per class
Kappa
0.0059
KB relative information score
2078.7956
Mean absolute error
0.1966
Mean prior absolute error
0.3138
Number of instances
7970
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7081
Per class
Predictive accuracy
0.8034
Prior entropy
0.7123
Recall
0.8034
Per class
Relative absolute error
0.6266
Root mean prior squared error
0.3958
Root mean squared error
0.4434
Root relative squared error
1.1203
SciMark benchmark
1318.1432
UserCPU time millis
70
UserCPU time millis training
70