Run
6355382

Run 6355382

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)_eta0.0140679933757166
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight25.8925707519649
mlr.classif.xgboost(9)_subsample0.429962085746229
mlr.classif.xgboost(9)_colsample_bytree0.574178264010698
mlr.classif.xgboost(9)_colsample_bylevel0.480349685298279
mlr.classif.xgboost(9)_lambda0.00178106845831949
mlr.classif.xgboost(9)_alpha0.0162971386404044
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4166
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
0.4319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3.1857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.502
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
0.4548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0045
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.2396
UserCPU time millis
41.591
UserCPU time millis testing
0.308
UserCPU time millis training
41.283