DEVELOPMENT... OpenML
Run
198540

Run 198540

Task 3641 (Supervised Classification) fri_c2_100_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
0.5592
Per class
F measure
0.5132
Per class
Kappa
0.1098
KB relative information score
3.338
Mean absolute error
0.47
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5827
Per class
Predictive accuracy
0.53
Prior entropy
0.9864
Recall
0.53
Per class
Relative absolute error
0.9584
Root mean prior squared error
0.4951
Root mean squared error
0.6856
Root relative squared error
1.3848
SciMark benchmark
930.5999
UserCPU time millis
10
UserCPU time millis training
10