Run
522029

Run 522029

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.7224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10048.0293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0052
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.634
UserCPU time millis testing
8.866
UserCPU time millis training
0.768