Research Article

A Comparative Analysis of Traditional SARIMA and Machine Learning Models for CPI Data Modelling in Pakistan

Table 4

Forecasted CPI values for the year 2022 to 2031 with the MLP with 20 layers.

YearForecasted CPI (%)

2022239.58
2023262.19
2024287.29
2025315.51
2026343.25
2027375.12
2028408.48
2029442.77
2030477.61
2031512.77