Run
6357755

Run 6357755

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)_eta0.262462239655426
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight17.2500682791298
mlr.classif.xgboost(9)_subsample0.805717547796667
mlr.classif.xgboost(9)_colsample_bytree0.195080592064187
mlr.classif.xgboost(9)_colsample_bylevel0.449597173603252
mlr.classif.xgboost(9)_lambda0.0883006060453336
mlr.classif.xgboost(9)_alpha26.9945618871838
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4702
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
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28509.6221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0728
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
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4064
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.6358
UserCPU time millis
9760.222
UserCPU time millis testing
27.439
UserCPU time millis training
9732.783