Run
521280

Run 521280

Task 9892 (Supervised Classification) nursery Uploaded 06-02-2016 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
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6700.5623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1687
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.6626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9944
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.829
UserCPU time millis testing
0.233
UserCPU time millis training
18.596