Run
513797

Run 513797

Task 9926 (Supervised Classification) volcanoes-a4 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
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.8877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0463
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
36.637
UserCPU time millis testing
0.465
UserCPU time millis training
36.172