PINE LIBRARY
Cập nhật MLPivotsBreakouts
Library "MLPivotsBreakouts"
Utilizes k-NN machine learning to predict breakout zones from pivot points, aiding traders in identifying potential bullish and bearish market movements. Ideal for trend-following and breakout strategies.
breakouts(source, pivotBars, numNeighbors, maxData, predictionSmoothing)
Parameters:
source (float): series float: Price data for analysis.
pivotBars (int): int: Number of bars for pivot point detection.
numNeighbors (int): int: Neighbors count for k-NN prediction.
maxData (int): int: Maximum pivot data points for analysis.
predictionSmoothing (int): int: Smoothing period for predictions.
return [series float, series float, series int]: Lower and higher prediction bands plus pivot signal, 1 for ph and -1 for pl.
Utilizes k-NN machine learning to predict breakout zones from pivot points, aiding traders in identifying potential bullish and bearish market movements. Ideal for trend-following and breakout strategies.
breakouts(source, pivotBars, numNeighbors, maxData, predictionSmoothing)
Parameters:
source (float): series float: Price data for analysis.
pivotBars (int): int: Number of bars for pivot point detection.
numNeighbors (int): int: Neighbors count for k-NN prediction.
maxData (int): int: Maximum pivot data points for analysis.
predictionSmoothing (int): int: Smoothing period for predictions.
return [series float, series float, series int]: Lower and higher prediction bands plus pivot signal, 1 for ph and -1 for pl.
Phát hành các Ghi chú
v2Updated: Compiler annotations
Phát hành các Ghi chú
v3Updated:
breakouts(pivotBars, numNeighbors, maxData, predictionSmoothing)
Detects and predicts breakout points from pivot data.
Parameters:
pivotBars (int): int: Number of bars for pivot point detection.
numNeighbors (int): int: Neighbors count for k-NN prediction.
maxData (int): int: Maximum pivot data points for analysis.
predictionSmoothing (int): int: Smoothing period for predictions.
Returns: [series float, series float, series int]: Lower and higher prediction bands plus pivot signal, 1 for ph and -1 for pl.
Thư viện Pine
In true TradingView spirit, the author has published this Pine code as an open-source library so that other Pine programmers from our community can reuse it. Cheers to the author! You may use this library privately or in other open-source publications, but reuse of this code in publications is governed by House Rules.
Thông báo miễn trừ trách nhiệm
Thông tin và ấn phẩm không có nghĩa là và không cấu thành, tài chính, đầu tư, kinh doanh, hoặc các loại lời khuyên hoặc khuyến nghị khác được cung cấp hoặc xác nhận bởi TradingView. Đọc thêm trong Điều khoản sử dụng.
Thư viện Pine
In true TradingView spirit, the author has published this Pine code as an open-source library so that other Pine programmers from our community can reuse it. Cheers to the author! You may use this library privately or in other open-source publications, but reuse of this code in publications is governed by House Rules.
Thông báo miễn trừ trách nhiệm
Thông tin và ấn phẩm không có nghĩa là và không cấu thành, tài chính, đầu tư, kinh doanh, hoặc các loại lời khuyên hoặc khuyến nghị khác được cung cấp hoặc xác nhận bởi TradingView. Đọc thêm trong Điều khoản sử dụng.