Run
6240248

Run 6240248

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 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)_eta0.0706058708169074
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight25.6825501273896
mlr.classif.xgboost(9)_subsample0.452004091977142
mlr.classif.xgboost(9)_colsample_bytree0.455534916138276
mlr.classif.xgboost(9)_colsample_bylevel0.42800990305841
mlr.classif.xgboost(9)_lambda0.022189535310818
mlr.classif.xgboost(9)_alpha0.0103562214457853
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4242
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
0.428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3.448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5022
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
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0049
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1326.8704
UserCPU time millis
39.623
UserCPU time millis testing
0.302
UserCPU time millis training
39.321