OpenML
6334972

Run 6334972

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0803180927591035
mlr.classif.xgboost(9)_subsample0.519800326204859
mlr.classif.xgboost(9)_lambda845.52457073362
mlr.classif.xgboost(9)_alpha6.57071058519622
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3675
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
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22353.7599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1553
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
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.9005
UserCPU time millis
9999.707
UserCPU time millis testing
0.219
UserCPU time millis training
9999.488