Run
7927735

Run 7927735

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 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)_eta0.0815001726720932
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight1.79518230812091
mlr.classif.xgboost(9)_subsample0.202523950417526
mlr.classif.xgboost(9)_colsample_bytree0.433956731110811
mlr.classif.xgboost(9)_colsample_bylevel0.82096906285733
mlr.classif.xgboost(9)_lambda1.02809114657519
mlr.classif.xgboost(9)_alpha0.00358932879672463
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1867
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
314.367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6163
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1341.9171
UserCPU time millis
29.874
UserCPU time millis testing
0.436
UserCPU time millis training
29.438