Run
512601

Run 512601

Task 9919 (Supervised Classification) volcanoes-e5 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
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.7197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Number of instances
1112
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1915
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0324
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.481
UserCPU time millis testing
0.067
UserCPU time millis training
2.414