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The dataset was divided into a training group (ninety% of the info) in addition to a testing group (10% of the info) To guage the predictive capabilities of assorted fintech models, including an adaptive network-based mostly fuzzy inference system (ANFIS), a hybrid neural fuzzy inference process (HyFIS), a fuzzy process While using the heuristic gradient descent (FS.HGD), and fuzzy inference guidelines with the descent strategy (FIR.DM) models. The selection in the exceptional design is contingent upon assessing its effectiveness Based on unique mistake criteria. The HyFIS product outperformed Many others with lessen mistakes in predicting LTRWAs. impartial t-tests verified statistically important variations concerning unique and predicted LTRWA for all models, with HyFIS exhibiting closer predictions. This study get more info supplies precious insights into LTRWA prediction working with Highly developed statistical and machine Discovering methods, determined by a dataset from many countries and several years. search phrases: Islamic banks; neural network; overall threat-weighted property; financial technologies Islamic banking institutions; neural community; complete risk-weighted property; monetary technological innovation Share and Cite
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