OpenML
2413265

Run 2413265

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)_eta0.0570295070653158
mlr.classif.xgboost(6)_max_depth11
mlr.classif.xgboost(6)_min_child_weight94.4857478640516
mlr.classif.xgboost(6)_subsample0.986619274155237
mlr.classif.xgboost(6)_colsample_bytree0.366438898723572
mlr.classif.xgboost(6)_colsample_bylevel0.691368899773806
mlr.classif.xgboost(6)_lambda40.7550240950666
mlr.classif.xgboost(6)_alpha0.00117302380121971
mlr.classif.xgboost(6)_nrounds1101
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
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10784.2339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.024
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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8185
UserCPU time millis
126.774
UserCPU time millis testing
0.212
UserCPU time millis training
126.562