Scientific Programming / 2020 / Article / Tab 3

Research Article

Machine Learning for the Preliminary Diagnosis of Dementia

Table 3

Overall performance of the diagnostic models.

AlgorithmAccuracyPrecisionRecallF-measure

Random Forest0.860.850.860.85
AdaBoost0.830.830.830.82
LogitBoost0.810.810.810.80
MLP0.870.870.870.87
Naive Bayes0.870.880.870.87
SVM0.870.860.870.86

Results were obtained by using all the 37 features.

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.