DEVELOPMENT... OpenML
Run
198394

Run 198394

Task 3492 (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
0.7464
Per class
F measure
0.729
Per class
Kappa
0.4928
KB relative information score
274
Mean absolute error
0.2536
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8317
Per class
Predictive accuracy
0.7464
Prior entropy
1
Recall
0.7464
Per class
Relative absolute error
0.5072
Root mean prior squared error
0.5
Root mean squared error
0.5036
Root relative squared error
1.0072
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis training
50