DEVELOPMENT... OpenML
Run
198651

Run 198651

Task 3711 (Supervised Classification) 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
0.6363
Per class
F measure
0.4708
Per class
Kappa
0.1888
KB relative information score
-4136.9799
Mean absolute error
0.5003
Mean prior absolute error
0.4271
Number of instances
16599
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8024
Per class
Predictive accuracy
0.4997
Prior entropy
0.8921
Recall
0.4997
Per class
Relative absolute error
1.1715
Root mean prior squared error
0.4621
Root mean squared error
0.7073
Root relative squared error
1.5307
SciMark benchmark
1325.2092
UserCPU time millis
2360
UserCPU time millis testing
20
UserCPU time millis training
2340