Run
7910913

Run 7910913

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-09-2017 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)_eta0.268200001781299
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight4.23700532131994
mlr.classif.xgboost(9)_subsample0.200689032580704
mlr.classif.xgboost(9)_colsample_bytree0.157622921513394
mlr.classif.xgboost(9)_colsample_bylevel0.0750789027661085
mlr.classif.xgboost(9)_lambda0.00366293955536183
mlr.classif.xgboost(9)_alpha0.111212380479658
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1501
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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12135.6343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3337
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.4134
UserCPU time millis
1431.076
UserCPU time millis testing
3.843
UserCPU time millis training
1427.233