Run
572830

Run 572830

Task 14970 (Supervised Classification) har Uploaded 12-05-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(9)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(9)_openml.seed1
classif.xgboost(9)_openml.kindMersenne-Twister
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.

20 Evaluation measures

Area under ROC curve
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9562.4615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0214
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Number of instances
10299
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5759
Cross-validation details (10-fold Crossvalidation)
Recall
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3933
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.279
UserCPU time millis testing
0.897
UserCPU time millis training
26.382