Run
7923827

Run 7923827

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)_eta0.0639697312224239
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight30.1161276547313
mlr.classif.xgboost(9)_subsample0.69036948857829
mlr.classif.xgboost(9)_colsample_bytree0.741749793291092
mlr.classif.xgboost(9)_colsample_bylevel0.388004465028644
mlr.classif.xgboost(9)_lambda0.00225479530164038
mlr.classif.xgboost(9)_alpha0.00725151850073125
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4244
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
0.5397
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7.9096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.447
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
0.4308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1339.1355
UserCPU time millis
48.937
UserCPU time millis testing
0.392
UserCPU time millis training
48.545