DEVELOPMENT... OpenML
Run
198377

Run 198377

Task 3053 (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
0.764
Per class
F measure
0.756
Per class
Kappa
0.5348
KB relative information score
99
Mean absolute error
0.2295
Mean prior absolute error
0.5
Number of instances
183
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8414
Per class
Predictive accuracy
0.7705
Prior entropy
1
Recall
0.7705
Per class
Relative absolute error
0.459
Root mean prior squared error
0.5
Root mean squared error
0.4791
Root relative squared error
0.9581
SciMark benchmark
1363.454
UserCPU time millis
30
UserCPU time millis training
30