Run
7922770

Run 7922770

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 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)_eta0.0738082691082109
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.01782937457731
mlr.classif.xgboost(9)_subsample0.645371250621974
mlr.classif.xgboost(9)_colsample_bytree0.606390428496525
mlr.classif.xgboost(9)_colsample_bylevel0.178207606542856
mlr.classif.xgboost(9)_lambda0.00295024518323478
mlr.classif.xgboost(9)_alpha0.00100519939668208
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds995
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
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.8903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2907
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7333
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.2663
UserCPU time millis
14.348
UserCPU time millis testing
0.179
UserCPU time millis training
14.169