Run
508073

Run 508073

Task 10095 (Supervised Classification) breast-tissue 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.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.6908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.2741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1698
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1089
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.427
UserCPU time millis testing
1.498
UserCPU time millis training
5.929