Run
6237611

Run 6237611

Task 145854 (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)_eta0.00886705877744837
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight2.37165114923829
mlr.classif.xgboost(9)_subsample0.228689040592872
mlr.classif.xgboost(9)_colsample_bytree0.993630726123229
mlr.classif.xgboost(9)_colsample_bylevel0.0467910862062126
mlr.classif.xgboost(9)_lambda0.382730118026417
mlr.classif.xgboost(9)_alpha0.907083990115507
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds921
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
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29766.652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0586
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3564
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.2801
UserCPU time millis
3059.828
UserCPU time millis testing
20.56
UserCPU time millis training
3039.268