OpenML
6280025

Run 6280025

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0450082736730637
mlr.classif.xgboost(9)_subsample0.758839475899003
mlr.classif.xgboost(9)_lambda0.00409908420334758
mlr.classif.xgboost(9)_alpha0.0013093757468484
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3529
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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28053.2355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0773
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
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.766
UserCPU time millis
9387.468
UserCPU time millis testing
0.879
UserCPU time millis training
9386.589