DEVELOPMENT... OpenML
Run
199102

Run 199102

Task 4389 (Supervised Classification) delta_elevators 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
0.873
Per class
F measure
0.8731
Per class
Kappa
0.7463
KB relative information score
71028.9194
Mean absolute error
0.1268
Mean prior absolute error
0.5
Number of instances
95170
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8739
Per class
Predictive accuracy
0.8732
Prior entropy
1
Recall
0.8732
Per class
Relative absolute error
0.2537
Root mean prior squared error
0.5
Root mean squared error
0.3561
Root relative squared error
0.7123
SciMark benchmark
1404.1865
UserCPU time millis
420
UserCPU time millis training
420