Run
6237555

Run 6237555

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 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)_eta0.857464969197768
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight2.3516296006661
mlr.classif.xgboost(9)_subsample0.908382317959331
mlr.classif.xgboost(9)_colsample_bytree0.857408931478858
mlr.classif.xgboost(9)_colsample_bylevel0.621639693388715
mlr.classif.xgboost(9)_lambda0.00118283344289011
mlr.classif.xgboost(9)_alpha0.0165456316921451
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2299
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
1
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
1
Cross-validation details (10-fold Crossvalidation)
KB relative information score
534.3955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
1
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
1
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
1
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.5165
UserCPU time millis
32.671
UserCPU time millis testing
0.237
UserCPU time millis training
32.434