Run
510632

Run 510632

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.3432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0113
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.721
UserCPU time millis testing
0.109
UserCPU time millis training
0.612