Run
508065

Run 508065

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.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
0.6906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.215
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
0.4666
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
0.985
UserCPU time millis testing
0.261
UserCPU time millis training
0.724