Run
5847983

Run 5847983

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 13-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0343417392040671
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight33.0204348858117
mlr.classif.xgboost(9)_subsample0.733242110256106
mlr.classif.xgboost(9)_colsample_bytree0.588994330260903
mlr.classif.xgboost(9)_colsample_bylevel0.779966620961204
mlr.classif.xgboost(9)_lambda434.991542331917
mlr.classif.xgboost(9)_alpha11.5290738652164
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2723
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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.

21 Evaluation measures

Area under ROC curve
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.1328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.477
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9579
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.2508
UserCPU time millis
27.171
UserCPU time millis testing
0.185
UserCPU time millis training
26.986