Run
510951

Run 510951

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.5521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1082
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.0524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.27
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3259
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.604
UserCPU time millis testing
0.283
UserCPU time millis training
2.321