Run
512116

Run 512116

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
255.3213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.269
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.467
UserCPU time millis testing
0.06
UserCPU time millis training
0.407