GA optimized ANN modelling of bioprocess

Published: 10 January 2023| Version 1 | DOI: 10.17632/xrwdp8fbmc.1
Contributor:
BISWANATH MAHANTY

Description

Matlab script to predict reducing sugar using nine predictors script includes (i) ANN model with optimized bias/weight/neuron and cross-validation based splitting of the dataset into train/test/Val subset using Genetic algorithm (ii) Fitness of the optimized model (iii) Garson Eqn based importance of predictors, (iv) Sensitivity plot, (v) LIME and SHAP plot local (vi) LIME & SHAP plot Global

Files

Institutions

Karunya University

Categories

Artificial Neural Networks, Genetic Algorithm, Data Modelling

License