OpenML
6357884

Run 6357884

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)_eta0.0720009997923887
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight6.49052728355117
mlr.classif.xgboost(9)_subsample0.605517431930639
mlr.classif.xgboost(9)_colsample_bytree0.452216094592586
mlr.classif.xgboost(9)_colsample_bylevel0.228482949314639
mlr.classif.xgboost(9)_lambda0.00357187246656493
mlr.classif.xgboost(9)_alpha1.44153346521219
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2068
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
326.8664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2359
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5439
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.5481
UserCPU time millis
20.499
UserCPU time millis testing
0.188
UserCPU time millis training
20.311