Run
512441

Run 512441

Task 3493 (Supervised Classification) monks-problems-2 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5855
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2335
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.425
UserCPU time millis testing
0.053
UserCPU time millis training
0.372