Run
6385288

Run 6385288

Task 145854 (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)_boostergblinear
mlr.classif.xgboost(9)_eta0.00113195940748036
mlr.classif.xgboost(9)_subsample0.814629581407644
mlr.classif.xgboost(9)_lambda0.00118712601995863
mlr.classif.xgboost(9)_alpha167.613075124778
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4141
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23742.405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.135
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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3309
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5218
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.4972
UserCPU time millis
11106.576
UserCPU time millis testing
0.806
UserCPU time millis training
11105.77