Run
6238076

Run 6238076

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)_eta0.460694894976783
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight14.5284085949983
mlr.classif.xgboost(9)_subsample0.103272379236296
mlr.classif.xgboost(9)_colsample_bytree0.632670906605199
mlr.classif.xgboost(9)_colsample_bylevel0.938098838087171
mlr.classif.xgboost(9)_lambda0.478691430325249
mlr.classif.xgboost(9)_alpha0.00166622403219028
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3768
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
0.4989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4952
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.1083
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5001
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0013
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.1012
UserCPU time millis
34.575
UserCPU time millis testing
0.312
UserCPU time millis training
34.263