Run
1867569

Run 1867569

Task 3918 (Supervised Classification) pc1 Uploaded 28-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.260984444953447
mlr.classif.xgboost(4)_max_depth9
mlr.classif.xgboost(4)_min_child_weight2.0530313244441
mlr.classif.xgboost(4)_subsample0.782879651570693
mlr.classif.xgboost(4)_colsample_bytree0.555974151939154
mlr.classif.xgboost(4)_colsample_bylevel0.13814784376882
mlr.classif.xgboost(4)_lambda0.0159905512000877
mlr.classif.xgboost(4)_alpha168.227652657733
mlr.classif.xgboost(4)_nrounds2419
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
0.6074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4985.3887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2975
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
2.2901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2582
Cross-validation details (10-fold Crossvalidation)