Run
512175

Run 512175

Task 9988 (Supervised Classification) wholesale-customers Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ada(5)Learner classif.ada from package(s) ada.
classif.ada(5)_seed1
classif.ada(5)_kindMersenne-Twister
classif.ada(5)_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
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.5258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0773
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5946
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.911
UserCPU time millis testing
3.185
UserCPU time millis training
17.726