OpenML
4370427

Run 4370427

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 05-07-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00175924385053681
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight15.8395696915314
mlr.classif.xgboost(9)_subsample0.433628331450746
mlr.classif.xgboost(9)_colsample_bytree0.682122476166114
mlr.classif.xgboost(9)_colsample_bylevel0.829482584493235
mlr.classif.xgboost(9)_lambda16.6118978773841
mlr.classif.xgboost(9)_alpha0.00698486823960462
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1195
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
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.5145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4051
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.9941
UserCPU time millis
15.928
UserCPU time millis testing
0.114
UserCPU time millis training
15.814