Run
7879722

Run 7879722

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)_eta0.164398094986563
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight48.6743057424383
mlr.classif.xgboost(9)_subsample0.482422737125307
mlr.classif.xgboost(9)_colsample_bytree0.957880507688969
mlr.classif.xgboost(9)_colsample_bylevel0.76989391585812
mlr.classif.xgboost(9)_lambda0.0372365834714541
mlr.classif.xgboost(9)_alpha0.018874711040534
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4524
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2924.5532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1893
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
0.8577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.0493
UserCPU time millis
360.696
UserCPU time millis testing
5.559
UserCPU time millis training
355.137