Run
522661

Run 522661

Task 2074 (Supervised Classification) satimage Uploaded 09-02-2016 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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4882.1241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0641
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6891
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.6
UserCPU time millis testing
0.059
UserCPU time millis training
1.541