OpenML
7925610

Run 7925610

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)_eta0.21900581222112
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight4.58738146019337
mlr.classif.xgboost(9)_subsample0.737933863163926
mlr.classif.xgboost(9)_colsample_bytree0.841856456827372
mlr.classif.xgboost(9)_colsample_bylevel0.148242503637448
mlr.classif.xgboost(9)_lambda0.0193812824489671
mlr.classif.xgboost(9)_alpha2.95935099366838
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2343
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
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13049.4641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0089
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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.1733
UserCPU time millis
2755.549
UserCPU time millis testing
7.007
UserCPU time millis training
2748.542