DEVELOPMENT... OpenML
Run
198657

Run 198657

Task 3751 (Supervised Classification) fri_c0_500_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
0.7739
Per class
F measure
0.7645
Per class
Kappa
0.5434
KB relative information score
269.8086
Mean absolute error
0.23
Mean prior absolute error
0.4997
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8049
Per class
Predictive accuracy
0.77
Prior entropy
0.9996
Recall
0.77
Per class
Relative absolute error
0.4603
Root mean prior squared error
0.4999
Root mean squared error
0.4796
Root relative squared error
0.9594
SciMark benchmark
940.3347
UserCPU time millis
100
UserCPU time millis training
100