Run
1861562

Run 1861562

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)_eta0.629889653044787
mlr.classif.xgboost(4)_max_depth10
mlr.classif.xgboost(4)_min_child_weight1.29897700943746
mlr.classif.xgboost(4)_subsample0.996678755106404
mlr.classif.xgboost(4)_colsample_bytree0.607964474940673
mlr.classif.xgboost(4)_colsample_bylevel0.232070914003998
mlr.classif.xgboost(4)_lambda287.43688976933
mlr.classif.xgboost(4)_alpha7.21707802859095
mlr.classif.xgboost(4)_nrounds752
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
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1969.8645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2045
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
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7452
Cross-validation details (10-fold Crossvalidation)