Run
540344

Run 540344

Task 10095 (Supervised Classification) breast-tissue Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree442
classif.randomForest(50)_mtry10
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.6689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.8685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1824
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
0.433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1492
Cross-validation details (10-fold Crossvalidation)