Run
480827

Run 480827

Task 3742 (Supervised Classification) fri_c4_100_10 Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.cforest(2)Learner classif.cforest from package(s) party.
classif.cforest(2)_seed1
classif.cforest(2)_kindMersenne-Twister
classif.cforest(2)_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
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.2453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3537
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.71
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8143
Cross-validation details (10-fold Crossvalidation)