Run
1867160

Run 1867160

Task 3889 (Supervised Classification) sylva_agnostic 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)_eta0.00148607818370367
mlr.classif.xgboost(4)_max_depth5
mlr.classif.xgboost(4)_min_child_weight14.1570291894612
mlr.classif.xgboost(4)_subsample0.492971539543942
mlr.classif.xgboost(4)_colsample_bytree0.392118165269494
mlr.classif.xgboost(4)_colsample_bylevel0.572522301692516
mlr.classif.xgboost(4)_lambda983.941453913181
mlr.classif.xgboost(4)_alpha0.00296369125643105
mlr.classif.xgboost(4)_nrounds1000
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
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-70544.281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2564
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.2187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1293
Cross-validation details (10-fold Crossvalidation)