DEVELOPMENT... OpenML
Run
199080

Run 199080

Task 4376 (Supervised Classification) fri_c3_1000_50 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
0.5182
Per class
F measure
0.4844
Per class
Kappa
0.0346
KB relative information score
-204.9529
Mean absolute error
0.5014
Mean prior absolute error
0.494
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5273
Per class
Predictive accuracy
0.4986
Prior entropy
0.9913
Recall
0.4986
Per class
Relative absolute error
1.0151
Root mean prior squared error
0.497
Root mean squared error
0.7081
Root relative squared error
1.4248
SciMark benchmark
940.3347
UserCPU time millis
230
UserCPU time millis training
230