Run
6239484

Run 6239484

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 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)_eta0.206694749983191
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight5.1960859660694
mlr.classif.xgboost(9)_subsample0.229052393580787
mlr.classif.xgboost(9)_colsample_bytree0.396848188247532
mlr.classif.xgboost(9)_colsample_bylevel0.701162043493241
mlr.classif.xgboost(9)_lambda2.33393369900409
mlr.classif.xgboost(9)_alpha0.0014434483008472
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2085
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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
314.5502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2388
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
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.3373
UserCPU time millis
23.764
UserCPU time millis testing
0.207
UserCPU time millis training
23.557