Run
513431

Run 513431

Task 3583 (Supervised Classification) rmftsa_ladata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
383.1353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
508
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6986
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.257
UserCPU time millis testing
0.057
UserCPU time millis training
0.2