Run
519192

Run 519192

Task 9931 (Supervised Classification) volcanoes-b5 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
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2402.7004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Number of instances
9989
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.305
Cross-validation details (10-fold Crossvalidation)
Recall
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1233
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.978
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.889
UserCPU time millis testing
0.274
UserCPU time millis training
26.615