Run
508411

Run 508411

Task 3497 (Supervised Classification) grub-damage 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
0.5832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.7196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2935
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.919
UserCPU time millis testing
0.148
UserCPU time millis training
0.771