DEVELOPMENT... OpenML
Run
199380

Run 199380

Task 4549 (Supervised Classification) kdd_internet_usage 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
0.8496
Per class
F measure
0.8213
Per class
Kappa
0.5929
KB relative information score
47770.5759
Mean absolute error
0.1886
Mean prior absolute error
0.3929
Number of instances
101080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8682
Per class
Predictive accuracy
0.8114
Prior entropy
0.8395
Recall
0.8114
Per class
Relative absolute error
0.4799
Root mean prior squared error
0.4432
Root mean squared error
0.4343
Root relative squared error
0.9797
SciMark benchmark
854.5188
UserCPU time millis
23750
UserCPU time millis testing
120
UserCPU time millis training
23630