Run
6239421

Run 6239421

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)_eta0.0129821486021985
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight29.1486737187955
mlr.classif.xgboost(9)_subsample0.300335494917817
mlr.classif.xgboost(9)_colsample_bytree0.668655271874741
mlr.classif.xgboost(9)_colsample_bylevel0.326305777300149
mlr.classif.xgboost(9)_lambda25.1516391785514
mlr.classif.xgboost(9)_alpha0.113975490871308
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2372
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
0.4971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0036
KB relative information score
-0.0085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5
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
0.4979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.8274
UserCPU time millis
21.585
UserCPU time millis testing
0.125
UserCPU time millis training
21.46