Improvement of ANN-BP by data pre-segregation using SOM

• Main Authors: Weng L.Y., Omar J.B., Siah Y.K., Abidin I.B.Z., Ahmed S.K.
• Other Authors: 26326032700
• Format: Conference paper
• Published: 2023
• Subjects: Artificial intelligenc; Diabetes; Kohonen Self Organizing Maps; Neural networks; Pima Indians; Artificial intelligence; Backpropagation; Data flow analysis; Measurements; Strength of materials; 2-group; Artificial Neural Network; Cross validation; Data sets; Kohonen self-organizing maps; Self organizing maps
• Institution: Universiti Tenaga Nasional

Artificial intelligence is used to predict the onset of diabetes based on data measured from Pima Indians. This research is comparing the results gained from using same artificial neural networks-back propagation (ANN-BP) engine for 2 differently prepared data. The first data set consists of the ent...