Run
9191085

Run 9191085

Task 167213 (Supervised Classification) gisette Uploaded 22-04-2018 by Luud Janssen
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Flow

rm.process(select_by_random,naive_bayes)(1)A RapidMiner Flow
rm.process(select_by_random,naive_bayes)(1)_SelectbyRandom__use_fixed_number_of_attributestrue
rm.process(select_by_random,naive_bayes)(1)_SelectbyRandom__number_of_attributes800

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7303 ± 0.0273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6997 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4391 ± 0.0483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3073.7188 ± 34.0896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2804 ± 0.0244
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
7000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7986 ± 0.0131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7196 ± 0.0242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7196 ± 0.0242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5609 ± 0.0487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5288 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0577 ± 0.0465
Cross-validation details (10-fold Crossvalidation)
Total cost