OpenML
6363850

Run 6363850

Task 145857 (Supervised Classification) phoneme Uploaded 29-08-2017 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)_eta0.107489676384315
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight44.6334647630511
mlr.classif.xgboost(9)_subsample0.549984994297847
mlr.classif.xgboost(9)_colsample_bytree0.668401647126302
mlr.classif.xgboost(9)_colsample_bylevel0.595903678564355
mlr.classif.xgboost(9)_lambda0.00381492900287628
mlr.classif.xgboost(9)_alpha0.0266276619192828
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds528
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
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2544.2672
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2211
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
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7171
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1346.0744
UserCPU time millis
32.212
UserCPU time millis testing
0.558
UserCPU time millis training
31.654