Run
6237341

Run 6237341

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)_eta0.00229035019398171
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight12.0873473343002
mlr.classif.xgboost(9)_subsample0.838429289497435
mlr.classif.xgboost(9)_colsample_bytree0.846093748928979
mlr.classif.xgboost(9)_colsample_bylevel0.524125346913934
mlr.classif.xgboost(9)_lambda11.3131136159629
mlr.classif.xgboost(9)_alpha0.00299403538942219
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4059
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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.7953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3163
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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7135
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1326.7082
UserCPU time millis
65.597
UserCPU time millis testing
0.526
UserCPU time millis training
65.071