Run
7881308

Run 7881308

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot21 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)_eta0.445544248508503
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight4.86808826690145
mlr.classif.xgboost(9)_subsample0.720320035237819
mlr.classif.xgboost(9)_colsample_bytree0.443342018406838
mlr.classif.xgboost(9)_colsample_bylevel0.521033561090007
mlr.classif.xgboost(9)_lambda0.063951545004724
mlr.classif.xgboost(9)_alpha0.00308261076602354
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4632
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
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3590.2074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1321
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6836
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.8149
UserCPU time millis
359.462
UserCPU time millis testing
7.183
UserCPU time millis training
352.279