Run
507142

Run 507142

Task 3694 (Supervised Classification) fri_c1_100_5 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(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
0.5848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.8793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.61
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.61
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2553
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.299
UserCPU time millis testing
0.052
UserCPU time millis training
0.247