Run
7924075

Run 7924075

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)_eta0.00535345522360327
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight28.6096641828363
mlr.classif.xgboost(9)_subsample0.889390136767179
mlr.classif.xgboost(9)_colsample_bytree0.313606770476326
mlr.classif.xgboost(9)_colsample_bylevel0.652143398532644
mlr.classif.xgboost(9)_lambda1.08074356614667
mlr.classif.xgboost(9)_alpha0.309349574843741
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3956
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
0.5903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4378
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
0.5462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9843
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1343.2325
UserCPU time millis
49.537
UserCPU time millis testing
0.449
UserCPU time millis training
49.088