OpenML
6318893

Run 6318893

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)_eta0.106936172091203
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight9.33648677721738
mlr.classif.xgboost(9)_subsample0.470457688742317
mlr.classif.xgboost(9)_colsample_bytree0.24302228493616
mlr.classif.xgboost(9)_colsample_bylevel0.74158075847663
mlr.classif.xgboost(9)_lambda419.863360836463
mlr.classif.xgboost(9)_alpha10.2995341717583
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4548
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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30293.0957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0513
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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.6793
UserCPU time millis
16781.293
UserCPU time millis testing
64.808
UserCPU time millis training
16716.485