DEVELOPMENT... OpenML
Run
199203

Run 199203

Task 4501 (Supervised Classification) fri_c4_250_25 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
0.5499
Per class
F measure
0.5547
Per class
Kappa
0.101
KB relative information score
269.3255
Mean absolute error
0.4412
Mean prior absolute error
0.4962
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5547
Per class
Predictive accuracy
0.5588
Prior entropy
0.9945
Recall
0.5588
Per class
Relative absolute error
0.8892
Root mean prior squared error
0.4981
Root mean squared error
0.6642
Root relative squared error
1.3336
SciMark benchmark
1312.3073
UserCPU time millis
30
UserCPU time millis training
30