Run
6358266

Run 6358266

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)_eta0.190387852721836
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight19.0483457993509
mlr.classif.xgboost(9)_subsample0.844551687431522
mlr.classif.xgboost(9)_colsample_bytree0.995745941065252
mlr.classif.xgboost(9)_colsample_bylevel0.863285758066922
mlr.classif.xgboost(9)_lambda238.583515129811
mlr.classif.xgboost(9)_alpha0.0429816167878144
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3281
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
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.7163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3288
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
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6577
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.1731
UserCPU time millis
52.716
UserCPU time millis testing
0.35
UserCPU time millis training
52.366