Run
7928816

Run 7928816

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)_eta0.232458159333335
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight6.94411444428403
mlr.classif.xgboost(9)_subsample0.163151981355622
mlr.classif.xgboost(9)_colsample_bytree0.659728995291516
mlr.classif.xgboost(9)_colsample_bylevel0.481085200561211
mlr.classif.xgboost(9)_lambda0.00158193273993534
mlr.classif.xgboost(9)_alpha0.988105384586039
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3667
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
0.5846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4371
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
0.4808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6223
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6223
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9697
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9919
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1343.2812
UserCPU time millis
39.48
UserCPU time millis testing
0.337
UserCPU time millis training
39.143