DEVELOPMENT... OpenML
Run
198708

Run 198708

Task 3807 (Supervised Classification) echoMonths 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
0.7292
Per class
F measure
0.7276
Per class
Kappa
0.4597
KB relative information score
59.9761
Mean absolute error
0.2692
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7396
Per class
Predictive accuracy
0.7308
Prior entropy
0.9998
Recall
0.7308
Per class
Relative absolute error
0.5386
Root mean prior squared error
0.4999
Root mean squared error
0.5189
Root relative squared error
1.0379
SciMark benchmark
1336.3256
UserCPU time millis
10
UserCPU time millis training
10