Run
509074

Run 509074

Task 60 (Supervised Classification) zoo Uploaded 27-01-2016 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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.0486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2796
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.306
UserCPU time millis testing
0.519
UserCPU time millis training
9.787