Run
7919608

Run 7919608

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-09-2017 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)_eta0.00215370527300051
mlr.classif.xgboost(9)_subsample0.331597768142819
mlr.classif.xgboost(9)_lambda431.40645616327
mlr.classif.xgboost(9)_alpha0.00780027663672279
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds545
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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3606.1805
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.706
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.8986
UserCPU time millis
715.765
UserCPU time millis testing
0.426
UserCPU time millis training
715.339