Run
521039

Run 521039

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4378.5929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.259
UserCPU time millis testing
0.051
UserCPU time millis training
1.208