TY - JOUR ID - TI - Orange Data Mining as a tool to compare Classification Algorithms تعدين البيانات البرتقالية كأداة لمقارنة خوارزميات التصنيف AU - Zahraa Raji Mohi PY - 2020 VL - 3 IS - 3 SP - 13 EP - 23 JO - Dijlah Journal مجلة دجلة SN - 22226583 AB - At the present time, there are many data available and saved sets on the web,medical data is one of them; because of its huge volume it is importance I’ll classify itwith effective techniques to use it more clearly with the best way. Data miningtechniques is one of the most popular and effective classification tools that is used , alot of these tools are available for free such as Weka, Rapid miner, Knime and Orangewhich are easy to use.In this research we choose Orange as data mining tool to classify two types ofselected medical data for testing (Breast cancer and heart-disease) depending onprevious medical tests by taking a set of information such as cholesterol, chest pain,blood pressure, blood sugar, age and sex to find if the patient with or without diseasethen find the best algorithm for classification using accurate measures as bestperformance criteria by applying decision tree, Naïve Bayes and K-nearest neighborclassification algorithms on the chosen data and comparing them.

ER -