Run
1854908

Run 1854908

Task 3918 (Supervised Classification) pc1 Uploaded 27-03-2017 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)_eta0.00313392497333385
mlr.classif.xgboost(4)_max_depth9
mlr.classif.xgboost(4)_min_child_weight11.8387867900906
mlr.classif.xgboost(4)_subsample0.677435635309666
mlr.classif.xgboost(4)_colsample_bytree0.685186626389623
mlr.classif.xgboost(4)_colsample_bylevel0.16016483400017
mlr.classif.xgboost(4)_lambda1.59724869689775
mlr.classif.xgboost(4)_alpha19.988909914923
mlr.classif.xgboost(4)_nrounds3439
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
0.7321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-565.4206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1411
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9728
Cross-validation details (10-fold Crossvalidation)