Run
6237405

Run 6237405

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)_eta0.0111563110544342
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight16.5303502038591
mlr.classif.xgboost(9)_subsample0.888653724757023
mlr.classif.xgboost(9)_colsample_bytree0.488035490270704
mlr.classif.xgboost(9)_colsample_bylevel0.949046045076102
mlr.classif.xgboost(9)_lambda0.00504769503842055
mlr.classif.xgboost(9)_alpha0.00125969558059976
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1857
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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.8138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2733
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
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.9707
UserCPU time millis
29.444
UserCPU time millis testing
0.234
UserCPU time millis training
29.21