OpenML
2413307

Run 2413307

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 13-06-2017 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)_boostergblinear
mlr.classif.xgboost(6)_eta0.0368940383170855
mlr.classif.xgboost(6)_subsample0.834314433019608
mlr.classif.xgboost(6)_lambda185.258789543622
mlr.classif.xgboost(6)_alpha1.54758727274358
mlr.classif.xgboost(6)_nrounds1367
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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10469.5393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0238
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
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4219
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.1082
UserCPU time millis
206.161
UserCPU time millis testing
0.1
UserCPU time millis training
206.061