Run
512719

Run 512719

Task 9961 (Supervised Classification) sa-heart Uploaded 28-01-2016 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
0.6435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.6352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1855
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.701
UserCPU time millis testing
0.49
UserCPU time millis training
19.211