Run
511995

Run 511995

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 28-01-2016 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.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.6015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.4094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1488
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.437
UserCPU time millis testing
0.39
UserCPU time millis training
6.047