Run
523262

Run 523262

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21468.6277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1977
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4532
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (10-fold Crossvalidation)
Recall
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9341
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
648.711
UserCPU time millis testing
15.612
UserCPU time millis training
633.099