DEVELOPMENT... OpenML
Run
199013

Run 199013

Task 4296 (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
0.9354
Per class
F measure
0.9353
Per class
Kappa
0.8659
KB relative information score
70690.6654
Mean absolute error
0.0649
Mean prior absolute error
0.4815
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9358
Per class
Predictive accuracy
0.9351
Prior entropy
0.9731
Recall
0.9351
Per class
Relative absolute error
0.1348
Root mean prior squared error
0.4906
Root mean squared error
0.2548
Root relative squared error
0.5193
SciMark benchmark
889.3151
UserCPU time millis
440
UserCPU time millis testing
10
UserCPU time millis training
430