OpenML
6278320

Run 6278320

Task 9977 (Supervised Classification) nomao Uploaded 28-08-2017 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)_eta0.00156207901683679
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight12.7114593136607
mlr.classif.xgboost(9)_subsample0.623147255880758
mlr.classif.xgboost(9)_colsample_bytree0.0492131602950394
mlr.classif.xgboost(9)_colsample_bylevel0.125677290605381
mlr.classif.xgboost(9)_lambda0.0133734145107068
mlr.classif.xgboost(9)_alpha0.147860939699452
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1708
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
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13749.8061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2718
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6988
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.938
UserCPU time millis
3719.625
UserCPU time millis testing
21.914
UserCPU time millis training
3697.711