Run
512236

Run 512236

Task 9991 (Supervised Classification) wholesale-customers 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
0.5068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-345.6297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5576
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.1636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9449
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.286
UserCPU time millis testing
0.1
UserCPU time millis training
0.186