DEVELOPMENT... OpenML
Run
199201

Run 199201

Task 4500 (Supervised Classification) fri_c4_100_50 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
0.4335
Per class
F measure
0.4326
Per class
Kappa
-0.1301
KB relative information score
-161.4655
Mean absolute error
0.569
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.441
Per class
Predictive accuracy
0.431
Prior entropy
0.99
Recall
0.431
Per class
Relative absolute error
1.1543
Root mean prior squared error
0.4964
Root mean squared error
0.7543
Root relative squared error
1.5196
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis training
20