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Key Performance Indicators Detection Based Data Mining, Fatma Abogabal, Shimaa Mohamed Ouf, Amira M. Idrees Ami
Key Performance Indicators Detection Based Data Mining, Fatma Abogabal, Shimaa Mohamed Ouf, Amira M. Idrees Ami
Future Computing and Informatics Journal
One of the most prosperous domains that Data mining accomplished a great progress is Food Security and safety. Some of Data mining techniques studies applied several machine learning algorithms to enhance and traceability of food supply chain safety procedures and some of them applying machine learning methodologies with several feature selection methods for detecting and predicting the most significant key performance indicators affect food safety. In this research we proposed an adaptive data mining model applying nine machine learning algorithms (Naive Bayes, Bayes Net Key -Nearest Neighbor (KNN), Multilayer Perceptron (MLP), Random Forest (RF), Support Vector Machine (SVM), J48, Hoeffding …