OpenML
522944

Run 522944

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

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8758.7179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1892
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
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9412
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.912
UserCPU time millis testing
0.164
UserCPU time millis training
1.748