Run
6238462

Run 6238462

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)_eta0.451876623082549
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight9.35344757828534
mlr.classif.xgboost(9)_subsample0.143007781123742
mlr.classif.xgboost(9)_colsample_bytree0.394932837923989
mlr.classif.xgboost(9)_colsample_bylevel0.38439624174498
mlr.classif.xgboost(9)_lambda0.0438742399629179
mlr.classif.xgboost(9)_alpha29.0968908556495
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1726
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3333
Per class
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
0.25
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
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
1332.8834
UserCPU time millis
14.826
UserCPU time millis testing
0.087
UserCPU time millis training
14.739