Run
1867054

Run 1867054

Task 9970 (Supervised Classification) hill-valley 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)_eta0.00121807357450696
mlr.classif.xgboost(4)_max_depth7
mlr.classif.xgboost(4)_min_child_weight9.05387245334249
mlr.classif.xgboost(4)_subsample0.50464331205003
mlr.classif.xgboost(4)_colsample_bytree0.0376879703253508
mlr.classif.xgboost(4)_colsample_bylevel0.751810081070289
mlr.classif.xgboost(4)_lambda0.00117456882995523
mlr.classif.xgboost(4)_alpha0.00148194151954307
mlr.classif.xgboost(4)_nrounds2529
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
0.5103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.6388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5008
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5008
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0021
Cross-validation details (10-fold Crossvalidation)