Run
508810

Run 508810

Task 3539 (Supervised Classification) prnn_crabs 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
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.71
Cross-validation details (10-fold Crossvalidation)
KB relative information score
142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7616
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.604
UserCPU time millis testing
0.109
UserCPU time millis training
0.495