Run
7918001

Run 7918001

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)_eta0.430517899405713
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight1.83705066651689
mlr.classif.xgboost(9)_subsample0.470246983831748
mlr.classif.xgboost(9)_colsample_bytree0.682934712385759
mlr.classif.xgboost(9)_colsample_bylevel0.0818299686070532
mlr.classif.xgboost(9)_lambda0.00115437675524717
mlr.classif.xgboost(9)_alpha0.00542825420220758
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4865
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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12843.6011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0097
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3315
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.7077
UserCPU time millis
4804.745
UserCPU time millis testing
10.304
UserCPU time millis training
4794.441