Run
1867124

Run 1867124

Task 9970 (Supervised Classification) hill-valley 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)_eta0.00340086447737446
mlr.classif.xgboost(4)_max_depth7
mlr.classif.xgboost(4)_min_child_weight11.2801985522682
mlr.classif.xgboost(4)_subsample0.168383257463574
mlr.classif.xgboost(4)_colsample_bytree0.985265245661139
mlr.classif.xgboost(4)_colsample_bylevel0.672450812300667
mlr.classif.xgboost(4)_lambda58.9954777994341
mlr.classif.xgboost(4)_alpha0.0167094637411878
mlr.classif.xgboost(4)_nrounds4838
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
0.5134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4974
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
0.5215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9989
Cross-validation details (10-fold Crossvalidation)