Run
7917647

Run 7917647

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)_eta0.0088782822245217
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight1.09426551649084
mlr.classif.xgboost(9)_subsample0.436172470403835
mlr.classif.xgboost(9)_colsample_bytree0.858468493213877
mlr.classif.xgboost(9)_colsample_bylevel0.862480334471911
mlr.classif.xgboost(9)_lambda325.043244436882
mlr.classif.xgboost(9)_alpha5.7222948816657
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1734
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
0.9947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6799.5441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0442
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.5864
UserCPU time millis
2713.613
UserCPU time millis testing
4.721
UserCPU time millis training
2708.892