Run
7831080

Run 7831080

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot4 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.505113439558787
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight92.1991715782803
mlr.classif.xgboost(9)_subsample0.729840265400708
mlr.classif.xgboost(9)_colsample_bytree0.911696487572044
mlr.classif.xgboost(9)_colsample_bylevel0.13248362694867
mlr.classif.xgboost(9)_lambda0.310233748635564
mlr.classif.xgboost(9)_alpha120.955607839165
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3412
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
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6683.7872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0494
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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5334
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.6273
UserCPU time millis
3485.73
UserCPU time millis testing
5.416
UserCPU time millis training
3480.314