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The paper deals with a type of whole and a part that can be found in Aquinas' work and to which no attention has been paid so far. This type of whole and a part can be called metaphysical whole and metaphysical part, respectively. In the paper, metaphysical whole and a part are put forth on the problem of the logical and metaphysical structure of a common nature.
Content available Attribute selection for stroke prediction
Stroke is the third most common cause of death and the most common cause of long-term disability among adults around theworld. Therefore, stroke prediction and diagnosis is a very important issue. Data mining techniques come in handy to help determine the correlations between individual patient characterisation data, that is, extract from the medical information system the knowledge necessary to predict and treat various diseases. The study analysed the data of patients with stroke using eight known classification algorithms (J48 (C4.5), CART, PART, naive Bayes classifier, Random Forest, Supporting Vector Machine and neural networks Multilayer Perceptron), which allowed to build an exploration model given with an accuracy of over 88%. The potential features of patients, which may be factors that increase the risk of stroke, were also indicated.
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