Run
1861537

Run 1861537

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)_eta0.00154705892374857
mlr.classif.xgboost(4)_max_depth7
mlr.classif.xgboost(4)_min_child_weight31.9771480747453
mlr.classif.xgboost(4)_subsample0.297983283945359
mlr.classif.xgboost(4)_colsample_bytree0.894076984841377
mlr.classif.xgboost(4)_colsample_bylevel0.024093100335449
mlr.classif.xgboost(4)_lambda0.197660592504094
mlr.classif.xgboost(4)_alpha0.0156604246518702
mlr.classif.xgboost(4)_nrounds3457
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
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.5705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3393
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
0.5653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9093
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9195
Cross-validation details (10-fold Crossvalidation)