June 25, 2025

Ratio Analysis on Icici Bank

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Detailed ratio analysis improves profitability and liquidity assessments for ICICI Bank, suggesting predictive financial insights via ML models.

The analysis reveals significant enhancements in predicting financial metrics like ROA and NPAs using advanced techniques.
Key ratios were examined over ten years, using traditional financial metrics alongside machine learning predictions.
Implementation of models like Random Forest and LSTM indicates improved accuracy in predicting financial behaviors.
The new AI approach offers strategic advantages for analysts and investors in understanding bank performance.

Kumar et al. (2025) studied this question.

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Detailed ratio analysis improves profitability and liquidity assessments for ICICI Bank, suggesting predictive financial insights via ML models.