Run
6356912

Run 6356912

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.984531539091691
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight7.47474175094119
mlr.classif.xgboost(9)_subsample0.463600148027763
mlr.classif.xgboost(9)_colsample_bytree0.566166923847049
mlr.classif.xgboost(9)_colsample_bylevel0.795957558555529
mlr.classif.xgboost(9)_lambda1.63246466341891
mlr.classif.xgboost(9)_alpha0.0292977040694567
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3316
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
421.8246
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.8399
UserCPU time millis
40.698
UserCPU time millis testing
0.319
UserCPU time millis training
40.379