Run
5853539

Run 5853539

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 13-07-2017 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)_eta0.00819374534282572
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight10.9472470932541
mlr.classif.xgboost(9)_subsample0.427058836515062
mlr.classif.xgboost(9)_colsample_bytree0.751257608644664
mlr.classif.xgboost(9)_colsample_bylevel0.722792655229568
mlr.classif.xgboost(9)_lambda0.0169831641841587
mlr.classif.xgboost(9)_alpha0.00333682589603854
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4409
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
368.1206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1941
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5079
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.1695
UserCPU time millis
56.804
UserCPU time millis testing
0.442
UserCPU time millis training
56.362