Run
510688

Run 510688

Task 3578 (Supervised Classification) diggle_table_a2 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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.9131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0057
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1961
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1238
Cross-validation details (10-fold Crossvalidation)
Recall
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2419
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.079
UserCPU time millis testing
1.425
UserCPU time millis training
31.654