DEVELOPMENT... OpenML
Run
198614

Run 198614

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5351
Per class
F measure
0.7117
Per class
Kappa
0.0896
KB relative information score
29.2064
Mean absolute error
0.2453
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6971
Per class
Predictive accuracy
0.7547
Prior entropy
0.7667
Recall
0.7547
Per class
Relative absolute error
0.7104
Root mean prior squared error
0.4143
Root mean squared error
0.4953
Root relative squared error
1.1953
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20