OpenML
6392577

Run 6392577

Task 9977 (Supervised Classification) nomao Uploaded 29-08-2017 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.00172143263789762
mlr.classif.xgboost(9)_subsample0.340323999268003
mlr.classif.xgboost(9)_lambda2.3276784303149
mlr.classif.xgboost(9)_alpha0.0297615014981551
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3322
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26845.9379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0928
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
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.6832
UserCPU time millis
8766.881
UserCPU time millis testing
0.854
UserCPU time millis training
8766.027