OpenML
6388669

Run 6388669

Task 9977 (Supervised Classification) nomao Uploaded 29-08-2017 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)_eta0.150678610638356
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight75.3791859247808
mlr.classif.xgboost(9)_subsample0.470293333451264
mlr.classif.xgboost(9)_colsample_bytree0.0994778734166175
mlr.classif.xgboost(9)_colsample_bylevel0.211350203258917
mlr.classif.xgboost(9)_lambda0.0863760280497468
mlr.classif.xgboost(9)_alpha0.026186896708175
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4559
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
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28766.5204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0693
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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4009
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.1666
UserCPU time millis
8873.265
UserCPU time millis testing
27.431
UserCPU time millis training
8845.834