Run
512754

Run 512754

Task 9915 (Supervised Classification) volcanoes-e1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_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
0.5485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.5093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0352
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0649
Cross-validation details (10-fold Crossvalidation)
Number of instances
1183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5841
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1875
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0498
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.604
UserCPU time millis testing
0.531
UserCPU time millis training
39.073