DEVELOPMENT... OpenML
Run
199133

Run 199133

Task 4432 (Supervised Classification) fri_c4_250_10 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
0.5569
Per class
F measure
0.5537
Per class
Kappa
0.1128
KB relative information score
256.8585
Mean absolute error
0.446
Mean prior absolute error
0.498
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5594
Per class
Predictive accuracy
0.554
Prior entropy
0.9971
Recall
0.554
Per class
Relative absolute error
0.8956
Root mean prior squared error
0.499
Root mean squared error
0.6678
Root relative squared error
1.3384
SciMark benchmark
854.5188
UserCPU time millis
10
UserCPU time millis training
10