Run
521321

Run 521321

Task 26 (Supervised Classification) nursery Uploaded 06-02-2016 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(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12101.1642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
97.912
UserCPU time millis testing
3.734
UserCPU time millis training
94.178