Run
1861597

Run 1861597

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)_eta0.483004476220441
mlr.classif.xgboost(4)_max_depth5
mlr.classif.xgboost(4)_min_child_weight3.59010182056319
mlr.classif.xgboost(4)_subsample0.159128938149661
mlr.classif.xgboost(4)_colsample_bytree0.408854395151138
mlr.classif.xgboost(4)_colsample_bylevel0.721051617292687
mlr.classif.xgboost(4)_lambda4.09829160192633
mlr.classif.xgboost(4)_alpha0.0146694026235228
mlr.classif.xgboost(4)_nrounds3920
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
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1605.5717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2185
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
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4084
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9456
Cross-validation details (10-fold Crossvalidation)