Run
6240922

Run 6240922

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)_eta0.155126583082091
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight21.5632892211217
mlr.classif.xgboost(9)_subsample0.537470720452257
mlr.classif.xgboost(9)_colsample_bytree0.478787451749668
mlr.classif.xgboost(9)_colsample_bylevel0.125419483520091
mlr.classif.xgboost(9)_lambda24.5489234534313
mlr.classif.xgboost(9)_alpha0.225577316293573
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3302
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
0.4501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.9012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5047
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
0.4946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0143
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.6483
UserCPU time millis
30.689
UserCPU time millis testing
0.254
UserCPU time millis training
30.435