Run
514557

Run 514557

Task 3797 (Supervised Classification) socmob Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(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
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
866.0243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0753
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2743
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6607
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.695
UserCPU time millis testing
0.584
UserCPU time millis training
0.111