DEVELOPMENT... OpenML
Run
199221

Run 199221

Task 4515 (Supervised Classification) arsenic-male-bladder 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
0.5
Per class
F measure
0.9361
Per class
KB relative information score
1278.6378
Mean absolute error
0.0429
Mean prior absolute error
0.0837
Number of instances
5590
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.916
Per class
Predictive accuracy
0.9571
Prior entropy
0.2628
Recall
0.9571
Per class
Relative absolute error
0.5131
Root mean prior squared error
0.2027
Root mean squared error
0.2072
Root relative squared error
1.0222
SciMark benchmark
937.6212
UserCPU time millis
110
UserCPU time millis training
110