Run
7911146

Run 7911146

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)_eta0.00226320692048546
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight5.13750339769115
mlr.classif.xgboost(9)_subsample0.719449644163251
mlr.classif.xgboost(9)_colsample_bytree0.485982351005077
mlr.classif.xgboost(9)_colsample_bylevel0.336082451976836
mlr.classif.xgboost(9)_lambda396.503795860979
mlr.classif.xgboost(9)_alpha5.60793798644248
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds170
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
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-97094.2106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3813
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
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.2992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.17
UserCPU time millis
340.687
UserCPU time millis testing
1.213
UserCPU time millis training
339.474