Run
7880341

Run 7880341

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)_eta0.00408547941344713
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight51.982701991833
mlr.classif.xgboost(9)_subsample0.828975450294092
mlr.classif.xgboost(9)_colsample_bytree0.835103983990848
mlr.classif.xgboost(9)_colsample_bylevel0.484250620240346
mlr.classif.xgboost(9)_lambda0.113226282233447
mlr.classif.xgboost(9)_alpha0.00175108162637096
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2013
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
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2264.4638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2434
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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7363
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.631
UserCPU time millis
156.028
UserCPU time millis testing
3.326
UserCPU time millis training
152.702