Run
522949

Run 522949

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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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
0.8487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12386.4912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
158.358
UserCPU time millis testing
4.943
UserCPU time millis training
153.415