Run
514412

Run 514412

Task 9982 (Supervised Classification) dresses-sales 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
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.3389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.414
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3037
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.394
UserCPU time millis testing
0.155
UserCPU time millis training
0.239