DEVELOPMENT... OpenML
Run
198069

Run 198069

Task 29 (Supervised Classification) credit-approval Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8607
Per class
F measure
0.8524
Per class
Kappa
0.7068
KB relative information score
482.3691
Mean absolute error
0.1478
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8674
Per class
Predictive accuracy
0.8522
Prior entropy
0.9913
Recall
0.8522
Per class
Relative absolute error
0.2993
Root mean prior squared error
0.497
Root mean squared error
0.3845
Root relative squared error
0.7737
SciMark benchmark
1318.1432
UserCPU time millis
130
UserCPU time millis training
130