Run
2430543

Run 2430543

Task 9976 (Supervised Classification) madelon Uploaded 22-06-2017 by Janek Thomas
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Flow

mlr.classif.xgboost(10)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(10)_verbose0
mlr.classif.xgboost(10)_openml.seed1
mlr.classif.xgboost(10)_openml.kindMersenne-Twister
mlr.classif.xgboost(10)_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.

20 Evaluation measures

Area under ROC curve
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7784
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9414
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.11
UserCPU time millis testing
0.12
UserCPU time millis training
1.99