Run
6342056

Run 6342056

Task 9977 (Supervised Classification) nomao 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)_eta0.00641048512528719
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight52.9733256942986
mlr.classif.xgboost(9)_subsample0.129791989759542
mlr.classif.xgboost(9)_colsample_bytree0.462059961399063
mlr.classif.xgboost(9)_colsample_bylevel0.467321356525645
mlr.classif.xgboost(9)_lambda0.468743029906438
mlr.classif.xgboost(9)_alpha0.0073080590202971
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1292
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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26552.5626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0989
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.6478
UserCPU time millis
3766.473
UserCPU time millis testing
13.576
UserCPU time millis training
3752.897