Run
508040

Run 508040

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.6347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.1998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1981
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
0.3564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.306
UserCPU time millis testing
0.232
UserCPU time millis training
7.074