Run
521300

Run 521300

Task 9892 (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
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12101.6652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3019
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
96.98
UserCPU time millis testing
3.628
UserCPU time millis training
93.352