DEVELOPMENT... OpenML
Run
199414

Run 199414

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9163
Per class
F measure
0.9668
Per class
Kappa
0.86
KB relative information score
2717.2615
Mean absolute error
0.0326
Mean prior absolute error
0.2409
Number of instances
3279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9667
Per class
Predictive accuracy
0.9674
Prior entropy
0.5848
Recall
0.9674
Per class
Relative absolute error
0.1354
Root mean prior squared error
0.347
Root mean squared error
0.1806
Root relative squared error
0.5206
SciMark benchmark
940.3347
UserCPU time millis
18030
UserCPU time millis testing
110
UserCPU time millis training
17920