Run
522911

Run 522911

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

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11929.5865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1127
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
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7263
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
189.286
UserCPU time millis testing
1.45
UserCPU time millis training
187.836