Run
6356715

Run 6356715

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)_eta0.0354479100465573
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight47.5593741756911
mlr.classif.xgboost(9)_subsample0.977024245145731
mlr.classif.xgboost(9)_colsample_bytree0.130691109457985
mlr.classif.xgboost(9)_colsample_bylevel0.813621221808717
mlr.classif.xgboost(9)_lambda13.9435338689376
mlr.classif.xgboost(9)_alpha0.00418742256578824
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds915
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
0.4397
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.7298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5017
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
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0038
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.7399
UserCPU time millis
8.412
UserCPU time millis testing
0.057
UserCPU time millis training
8.355