OpenML
2171786

Run 2171786

Task 145878 (Supervised Classification) wdbc Uploaded 16-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.00512917842508341
mlr.classif.xgboost(6)_max_depth13
mlr.classif.xgboost(6)_min_child_weight2.90871090064653
mlr.classif.xgboost(6)_subsample0.446164903882891
mlr.classif.xgboost(6)_colsample_bytree0.768665699986741
mlr.classif.xgboost(6)_colsample_bylevel0.748956313822418
mlr.classif.xgboost(6)_lambda0.219566917472265
mlr.classif.xgboost(6)_alpha0.00976555734549058
mlr.classif.xgboost(6)_nrounds1202
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
497.9913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0639
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1768.782
UserCPU time millis
7.389
UserCPU time millis testing
0.026
UserCPU time millis training
7.363