Run
1861545

Run 1861545

Task 3896 (Supervised Classification) ada_agnostic Uploaded 28-03-2017 by Philipp Probst
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(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_boostergblinear
mlr.classif.xgboost(4)_eta0.194148841554722
mlr.classif.xgboost(4)_subsample0.691174927446991
mlr.classif.xgboost(4)_lambda0.00412613405728963
mlr.classif.xgboost(4)_alpha34.7459544106294
mlr.classif.xgboost(4)_nrounds1156
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1649.2214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8393
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8393
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7759
Cross-validation details (10-fold Crossvalidation)