Run
6238691

Run 6238691

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)_eta0.00122650671510787
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight2.4795678262147
mlr.classif.xgboost(9)_subsample0.118017330649309
mlr.classif.xgboost(9)_colsample_bytree0.560578109696507
mlr.classif.xgboost(9)_colsample_bylevel0.662614439846948
mlr.classif.xgboost(9)_lambda37.8972116854611
mlr.classif.xgboost(9)_alpha12.0829991491276
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4989
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
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4998
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
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1338.4075
UserCPU time millis
44.723
UserCPU time millis testing
0.259
UserCPU time millis training
44.464