# EzAlgo V15.2

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## AI Buy and Sell Signals

The KNN (K-Nearest Neighbors) AI model in EzAlgo helps traders make better decisions by analyzing historical price data and identifying patterns to forecast future price movements.

The model generates signals when it detects a high probability of price movement, especially effective when aligned with the market trend. It offers three signal strength options to suit different trading styles and risk preferences:

* **Moderate:** For a balanced approach, with reasonable confidence in price movement.
* **Strong:** Higher confidence, suitable for moderate risk tolerance.
* **Strongest:** Highest confidence, ideal for traders willing to take on more risk for potentially greater returns.

By using the KNN AI model and its varying signal strengths, traders can make more informed decisions and potentially improve their trading performance.

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## MTF Support / Resistance&#x20;

Support and resistance levels are key concepts in technical analysis, indicating price points where an asset is likely to rebound (support) or face difficulty breaking through (resistance).

In EzAlgo, these levels are displayed in real-time and automatically adjust with price changes. Instead of fixed points, EzAlgo uses zones to represent these levels, acknowledging that they are general areas where price tends to react.

By identifying these zones, traders can make better decisions about entering or exiting trades, setting stop-losses, or placing take-profit orders. Understanding and using support and resistance levels can enhance your trading strategy and improve your market success.

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## MTF Auto Golden Pocket

The Auto Golden Pocket in EzAlgo helps traders identify potential support and resistance levels using Fibonacci retracement. It automatically draws the 0.618 and 0.65 levels, known as the "Golden Pocket," which are key areas where asset prices often react.

The feature's multi-timeframe functionality analyzes price action across different timeframes (e.g. 5m, 15m, 1h), providing deeper insights into potential price movements. When a setup is detected, a dashed line appears on your chart, connecting the relevant swing points.

By using the Auto Golden Pocket, traders can efficiently find entry and exit points, set stop-losses, and make informed decisions based on Fibonacci levels and support/resistance zones.

#### Recommended Settings:

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## Trend Settings

### Exponential Moving Averages (EMAs)

EMAs are key technical analysis tools that help traders identify trends and support/resistance levels, displayed as individual lines on your chart. In EzAlgo, you can switch between EMAs and SMAs based on your preference. The default setting includes three EMA lengths, customizable in the Inputs tab.

Key aspects to watch:

* **EMA Crossovers:** A shorter-term EMA crossing above a longer-term EMA indicates a potential bullish trend, while crossing below signals a potential bearish trend.
* **Retests of the 144 EMA:** The 144 EMA represents the average price over 144 candles and indicates support or resistance when the price rebounds from or struggles to break through it.

Incorporating EMAs and monitoring crossovers and key levels like the 144 EMA can help you identify trends and make more effective trading decisions.

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## Reversal Bands

Reversal Bands in EzAlgo help traders identify potential trend reversals and optimize take-profit levels using Fibonacci values instead of standard deviation like traditional Bollinger Bands. These bands signal when a trend may be losing momentum and a reversal could be imminent.

Reversal Bands are effective in two market conditions:

* **Ranging Markets:** Identify potential bounces off the upper and lower bands within a defined range, providing trade opportunities.
* **Trending Markets:** Determine optimal take-profit levels as the price approaches the outer band in the trend direction.

Using the default length of 30 is recommended for best results, as it effectively identifies potential reversals across various markets and time frames. Incorporate Reversal Bands into your strategy to improve trend reversal detection and optimize take-profit levels in both ranging and trending markets.

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## Trend Dashboard

The Trend Dashboard provides "top-down" analysis, identifying higher timeframe trends to give you a daily bias. This bias is based on Heiken Ashi candle structure:

* **Bullish or Bearish Candle:** Strength displays one rocket signal.
* **Flat-back Heiken Ashi Candle (strong trend):** Strength displays two rocket signals.

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