Run
6241495

Run 6241495

Task 31 (Supervised Classification) credit-g Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 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)_eta0.165334892197861
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight13.3214451252076
mlr.classif.xgboost(9)_subsample0.123689404968172
mlr.classif.xgboost(9)_colsample_bytree0.120185205014423
mlr.classif.xgboost(9)_colsample_bylevel0.243982091080397
mlr.classif.xgboost(9)_lambda206.673573262583
mlr.classif.xgboost(9)_alpha337.846934857884
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds402
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5765
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-333.4385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.19
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9532
UserCPU time millis
10.168
UserCPU time millis testing
0.055
UserCPU time millis training
10.113