Run
506649

Run 506649

Task 3748 (Supervised Classification) transplant Uploaded 20-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.3534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4648
Cross-validation details (10-fold Crossvalidation)
Number of instances
131
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9495
Cross-validation details (10-fold Crossvalidation)
Recall
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2564
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.021
UserCPU time millis testing
0.008
UserCPU time millis training
0.013