OpenML
6237941

Run 6237941

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot24 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)_eta0.0918691413960361
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight2.0582812296025
mlr.classif.xgboost(9)_subsample0.460108741489239
mlr.classif.xgboost(9)_colsample_bytree0.652541280724108
mlr.classif.xgboost(9)_colsample_bylevel0.89541680784896
mlr.classif.xgboost(9)_lambda0.12137345082193
mlr.classif.xgboost(9)_alpha24.2507571320227
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2914
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
0.7244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.0147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4404
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8992
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.5748
UserCPU time millis
30.003
UserCPU time millis testing
0.156
UserCPU time millis training
29.847