DEVELOPMENT... OpenML
Run
198387

Run 198387

Task 3064 (Supervised Classification) aids 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
0.6833
Per class
F measure
0.6913
Per class
Kappa
0.3548
KB relative information score
6
Mean absolute error
0.3125
Mean prior absolute error
0.5
Number of instances
16
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7004
Per class
Predictive accuracy
0.6875
Prior entropy
1
Recall
0.6875
Per class
Relative absolute error
0.625
Root mean prior squared error
0.5
Root mean squared error
0.559
Root relative squared error
1.118
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10

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