Run
6355948

Run 6355948

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 29-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot24 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)_eta0.00251374714380143
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight2.72226514799428
mlr.classif.xgboost(9)_subsample0.843632052885368
mlr.classif.xgboost(9)_colsample_bytree0.986772672971711
mlr.classif.xgboost(9)_colsample_bylevel0.819739431841299
mlr.classif.xgboost(9)_lambda44.2009675240764
mlr.classif.xgboost(9)_alpha0.464353540648259
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4913
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
367.7881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
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
1
Cross-validation details (10-fold Crossvalidation)
Recall
1
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4662
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.6827
UserCPU time millis
117.068
UserCPU time millis testing
0.794
UserCPU time millis training
116.274