Run
518897

Run 518897

Task 2075 (Supervised Classification) abalone Uploaded 31-01-2016 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
0.573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
826.7112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.324
UserCPU time millis testing
0.251
UserCPU time millis training
43.073