Run
510804

Run 510804

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.0978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.039
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.356
UserCPU time millis testing
0.034
UserCPU time millis training
0.322