Run
6249415

Run 6249415

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 28-08-2017 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)_eta0.00206171126134623
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.01613450001376
mlr.classif.xgboost(9)_subsample0.654085619258694
mlr.classif.xgboost(9)_colsample_bytree0.657038495643064
mlr.classif.xgboost(9)_colsample_bylevel0.610716137569398
mlr.classif.xgboost(9)_lambda0.00213318958294766
mlr.classif.xgboost(9)_alpha0.00331427113386872
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3718
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
1
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
1
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1603.2153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1037
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
1
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
1
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
1
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.253
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.6392
UserCPU time millis
223.467
UserCPU time millis testing
1.517
UserCPU time millis training
221.95