OpenML
6254539

Run 6254539

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)_eta0.0133277681196538
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight86.4329293625186
mlr.classif.xgboost(9)_subsample0.48061169849243
mlr.classif.xgboost(9)_colsample_bytree0.671686570392922
mlr.classif.xgboost(9)_colsample_bylevel0.0147437728010118
mlr.classif.xgboost(9)_lambda0.00640838879386795
mlr.classif.xgboost(9)_alpha0.207596076591961
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1839
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25254.9662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1182
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.468
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.3511
UserCPU time millis
3507.014
UserCPU time millis testing
15.451
UserCPU time millis training
3491.563