Run
522937

Run 522937

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(6)_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
0.5707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4808.8643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2845
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
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1542
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.994
UserCPU time millis testing
0.091
UserCPU time millis training
2.903