Run
522915

Run 522915

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5647
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3790.1916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3091
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
0.4774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.6909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.203
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.949
UserCPU time millis testing
0.058
UserCPU time millis training
9.891