Run
5848355

Run 5848355

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)_eta0.00283912286534906
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight34.9837199691266
mlr.classif.xgboost(9)_subsample0.481438943510875
mlr.classif.xgboost(9)_colsample_bytree0.690727929817513
mlr.classif.xgboost(9)_colsample_bylevel0.977546236244962
mlr.classif.xgboost(9)_lambda53.1909746793265
mlr.classif.xgboost(9)_alpha1.06461853242742
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4141
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
0.4934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3556
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.0232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4992
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
0.2703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.5199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.4696
UserCPU time millis
41.884
UserCPU time millis testing
0.224
UserCPU time millis training
41.66