Run
516504

Run 516504

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 29-01-2016 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
0.7363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1082.2065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0315
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Number of instances
3252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9518
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
42.503
UserCPU time millis testing
0.551
UserCPU time millis training
41.952