Run
2413559

Run 2413559

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 13-06-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_boostergblinear
mlr.classif.xgboost(6)_eta0.0677384773063216
mlr.classif.xgboost(6)_subsample0.737620010133833
mlr.classif.xgboost(6)_lambda0.0269907732757177
mlr.classif.xgboost(6)_alpha14.9243248035455
mlr.classif.xgboost(6)_nrounds3375
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11684.1506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0168
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
0.9899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8185
UserCPU time millis
651.187
UserCPU time millis testing
0.088
UserCPU time millis training
651.099