Run
512205

Run 512205

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

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0932
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
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6529
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.45
UserCPU time millis testing
0.056
UserCPU time millis training
0.394