DEVELOPMENT... OpenML
Run
198213

Run 198213

Task 1819 (Supervised Classification) vote 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
0.9224
Per class
F measure
0.9269
Per class
Kappa
0.8456
KB relative information score
1831.3265
Mean absolute error
0.0731
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9268
Per class
Predictive accuracy
0.9269
Prior entropy
0.9627
Recall
0.9269
Per class
Relative absolute error
0.1542
Root mean prior squared error
0.4869
Root mean squared error
0.2704
Root relative squared error
0.5553
SciMark benchmark
916.5955
UserCPU time millis
40
UserCPU time millis training
40