OpenML
6357746

Run 6357746

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)_eta0.0198327165394196
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight23.0656177993174
mlr.classif.xgboost(9)_subsample0.788253413117491
mlr.classif.xgboost(9)_colsample_bytree0.184358957456425
mlr.classif.xgboost(9)_colsample_bylevel0.795334313530475
mlr.classif.xgboost(9)_lambda127.076898644883
mlr.classif.xgboost(9)_alpha20.2803203413437
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1335
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
0.715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.5705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4626
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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.932
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.4694
UserCPU time millis
12.304
UserCPU time millis testing
0.079
UserCPU time millis training
12.225