Run
1861573

Run 1861573

Task 3896 (Supervised Classification) ada_agnostic Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.345745531287743
mlr.classif.xgboost(4)_max_depth10
mlr.classif.xgboost(4)_min_child_weight13.6032198776883
mlr.classif.xgboost(4)_subsample0.249379829969257
mlr.classif.xgboost(4)_colsample_bytree0.173130876151845
mlr.classif.xgboost(4)_colsample_bylevel0.989299496868625
mlr.classif.xgboost(4)_lambda161.139041660239
mlr.classif.xgboost(4)_alpha10.0872058138331
mlr.classif.xgboost(4)_nrounds4086
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
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1650.9336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.231
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
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7833
Cross-validation details (10-fold Crossvalidation)