DEVELOPMENT... OpenML
Run
198588

Run 198588

Task 3684 (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
0.8716
Per class
F measure
0.8715
Per class
Kappa
0.7435
KB relative information score
7076.8908
Mean absolute error
0.1282
Mean prior absolute error
0.5
Number of instances
9517
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8745
Per class
Predictive accuracy
0.8718
Prior entropy
1
Recall
0.8718
Per class
Relative absolute error
0.2564
Root mean prior squared error
0.5
Root mean squared error
0.358
Root relative squared error
0.7161
SciMark benchmark
940.3347
UserCPU time millis
460
UserCPU time millis testing
10
UserCPU time millis training
450