Run
6369112

Run 6369112

Task 145854 (Supervised Classification) nomao Uploaded 29-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot20 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)_eta0.00569984859279855
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight2.40062082361925
mlr.classif.xgboost(9)_subsample0.919998030620627
mlr.classif.xgboost(9)_colsample_bytree0.0216889164876193
mlr.classif.xgboost(9)_colsample_bylevel0.409747568890452
mlr.classif.xgboost(9)_lambda0.234072632906248
mlr.classif.xgboost(9)_alpha240.595396039347
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2478
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17836.258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6192
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.4622
UserCPU time millis
4630.529
UserCPU time millis testing
16.994
UserCPU time millis training
4613.535