Run
518656

Run 518656

Task 9920 (Supervised Classification) volcanoes-d1 Uploaded 30-01-2016 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
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1638.7442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0223
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0431
Cross-validation details (10-fold Crossvalidation)
Number of instances
8753
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4126
Cross-validation details (10-fold Crossvalidation)
Recall
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5173
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0191
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.039
UserCPU time millis testing
0.13
UserCPU time millis training
11.909