OpenML
2413275

Run 2413275

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)_eta0.0511980624127644
mlr.classif.xgboost(6)_max_depth4
mlr.classif.xgboost(6)_min_child_weight17.2134016666527
mlr.classif.xgboost(6)_subsample0.230854440527037
mlr.classif.xgboost(6)_colsample_bytree0.425006848294288
mlr.classif.xgboost(6)_colsample_bylevel0.10189094953239
mlr.classif.xgboost(6)_lambda303.73647202757
mlr.classif.xgboost(6)_alpha289.78466080943
mlr.classif.xgboost(6)_nrounds2182
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
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-34267.87
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1622
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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9385
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1815.5992
UserCPU time millis
146.074
UserCPU time millis testing
0.319
UserCPU time millis training
145.755