Run
537611

Run 537611

Task 9897 (Supervised Classification) breast-tissue Uploaded 17-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree563
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.5959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0352
Cross-validation details (10-fold Crossvalidation)