Run
199036

Run 199036

Task 4335 (Supervised Classification) analcatdata_apnea3 Uploaded 27-02-2015 by Joaquin Vanschoren
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
0.8704
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9246
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6677
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2350.4511
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0791
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2158
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9312
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9209
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9209
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3665
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2813
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8587
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1318.1432
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)