Run
1861575

Run 1861575

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)_eta0.00702892623101572
mlr.classif.xgboost(4)_max_depth9
mlr.classif.xgboost(4)_min_child_weight4.89138390793993
mlr.classif.xgboost(4)_subsample0.83951626161579
mlr.classif.xgboost(4)_colsample_bytree0.54674869729206
mlr.classif.xgboost(4)_colsample_bylevel0.230180925922468
mlr.classif.xgboost(4)_lambda623.217346202934
mlr.classif.xgboost(4)_alpha1.56462794441732
mlr.classif.xgboost(4)_nrounds1432
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
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1022.1779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2905
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
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8285
Cross-validation details (10-fold Crossvalidation)