Run
512239

Run 512239

Task 9991 (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
0.5119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-334.3847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.55
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
0.0473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.338
UserCPU time millis testing
0.042
UserCPU time millis training
0.296