DEVELOPMENT... OpenML
Run
198903

Run 198903

Task 4197 (Supervised Classification) monks-problems-1 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
0.6883
Per class
F measure
0.6856
Per class
Kappa
0.3766
KB relative information score
2094
Mean absolute error
0.3117
Mean prior absolute error
0.5
Number of instances
5560
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6951
Per class
Predictive accuracy
0.6883
Prior entropy
1
Recall
0.6883
Per class
Relative absolute error
0.6234
Root mean prior squared error
0.5
Root mean squared error
0.5583
Root relative squared error
1.1166
SciMark benchmark
1312.3073
UserCPU time millis
40
UserCPU time millis training
40