DEVELOPMENT... OpenML
Run
198492

Run 198492

Task 3591 (Supervised Classification) bank8FM 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
0.9417
Per class
F measure
0.9388
Per class
Kappa
0.8736
KB relative information score
7127.7624
Mean absolute error
0.0615
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9405
Per class
Predictive accuracy
0.9385
Prior entropy
0.9731
Recall
0.9385
Per class
Relative absolute error
0.1278
Root mean prior squared error
0.4906
Root mean squared error
0.248
Root relative squared error
0.5055
SciMark benchmark
1313.9994
UserCPU time millis
380
UserCPU time millis testing
10
UserCPU time millis training
370