Run
519296

Run 519296

Task 9930 (Supervised Classification) volcanoes-b4 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
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2670.0156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.7
UserCPU time millis testing
0.287
UserCPU time millis training
16.413