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ICICI Bank Ltd
₹1,417.00
ARIMA and XGBoost projections trained on data through 14 Aug 2026. Statistical extrapolation for academic purposes, not investment advice.
| Model | MAPE | RMSE | Skill |
|---|---|---|---|
| ARIMAorder=(0, 1, 0) | 0.84% | 15.93 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 0.89% | 16.43 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹1,417.00+0.00% vs last close₹1,384.88 – ₹1,449.86 | ₹1,421.17+0.29% vs last close |
| 18 Aug 2026 | ₹1,417.00+0.00% vs last close₹1,371.79 – ₹1,463.70 | ₹1,426.49+0.67% vs last close |
| 19 Aug 2026 | ₹1,417.00+0.00% vs last close₹1,361.83 – ₹1,474.40 | ₹1,423.42+0.45% vs last close |
| 20 Aug 2026 | ₹1,417.00+0.00% vs last close₹1,353.49 – ₹1,483.49 | ₹1,432.34+1.08% vs last close |
| 21 Aug 2026 | ₹1,417.00+0.00% vs last close₹1,346.19 – ₹1,491.54 | ₹1,435.93+1.34% vs last close |
These are statistical extrapolations of past prices produced by ARIMA and XGBoost models, shown for academic purposes. Metrics come from a walk-forward backtest on data the models were not trained on.
MAPE is mean absolute percentage error and RMSE is root mean squared error, both lower-is-better. Direction is how often the predicted up/down move matched reality, where 50% is a coin flip. The random walk column predicts that tomorrow equals today; a model that does not beat it carries no predictive information.
Nothing here is investment advice or a recommendation to buy, sell or hold any security. Past price behaviour does not determine future returns.
Open
₹1,403.00
High
₹1,417.80
Low
₹1,401.00
Close
₹1,417.00
Volume
60,97,934
Daily Return
+0.73%
7-Day MA
₹1,427.91
20-Day MA
₹1,432.74
Volatility
17.65%
52-Week High
₹1,467.63
52-Week Low
₹1,177.67
Avg Volume
1,43,71,104
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.