Run
519018

Run 519018

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1848.2563
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2699
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5836
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.5952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.541
UserCPU time millis testing
0.076
UserCPU time millis training
4.465