Run
7922697

Run 7922697

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)_eta0.0207352930017272
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight9.92898541396567
mlr.classif.xgboost(9)_subsample0.407237044302747
mlr.classif.xgboost(9)_colsample_bytree0.215149092720821
mlr.classif.xgboost(9)_colsample_bylevel0.693714429624379
mlr.classif.xgboost(9)_lambda0.162008594497337
mlr.classif.xgboost(9)_alpha0.324761249980805
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1767
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
0.6921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.1738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4255
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
0.4441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1343.5903
UserCPU time millis
20.912
UserCPU time millis testing
0.204
UserCPU time millis training
20.708