Run
512507

Run 512507

Task 9916 (Supervised Classification) volcanoes-e2 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
0.5193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.03
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.6156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.068
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9028
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6024
Cross-validation details (10-fold Crossvalidation)
Recall
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.079
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.28
UserCPU time millis testing
0.529
UserCPU time millis training
37.751