Run
1861099

Run 1861099

Task 9977 (Supervised Classification) nomao 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)_eta0.260580909833792
mlr.classif.xgboost(4)_max_depth8
mlr.classif.xgboost(4)_min_child_weight28.5572072037125
mlr.classif.xgboost(4)_subsample0.710570725146681
mlr.classif.xgboost(4)_colsample_bytree0.780116805108264
mlr.classif.xgboost(4)_colsample_bylevel0.148287362419069
mlr.classif.xgboost(4)_lambda6.25035809490656
mlr.classif.xgboost(4)_alpha301.162147604898
mlr.classif.xgboost(4)_nrounds2346
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25032.3826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9382
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Total cost