Run
508028

Run 508028

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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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
0.6877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.0365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1887
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
0.6205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0484
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.291
UserCPU time millis testing
0.064
UserCPU time millis training
1.227