Run
512047

Run 512047

Task 52 (Supervised Classification) heart-statlog Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.8367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.4355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1593
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
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8031
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.502
UserCPU time millis testing
0.337
UserCPU time millis training
2.165