Run
512056

Run 512056

Task 52 (Supervised Classification) heart-statlog 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
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.7955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2259
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9566
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.22
UserCPU time millis testing
0.451
UserCPU time millis training
4.769