Run
2413566

Run 2413566

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)_eta0.711013897530511
mlr.classif.xgboost(6)_subsample0.860810865066014
mlr.classif.xgboost(6)_lambda126.407586042112
mlr.classif.xgboost(6)_alpha20.0641310921575
mlr.classif.xgboost(6)_nrounds4446
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
0.9968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11029.4468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0203
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
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.419
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.5664
UserCPU time millis
670.091
UserCPU time millis testing
0.083
UserCPU time millis training
670.008