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Master Trend AI
Master Trend · AI is a standalone overlay companion to the Master Trend indicator. It runs three independent machine-learning algorithms on the same channel features and consolidates their signals into a single on-chart table.
─── How it works ───
KNN Lorentzian Classifier
Searches the last N bars for the k historical states most similar to the current market (RSI, smoothed RSI, ATR ratio, position inside the Master Trend channel). Each matched bar is labelled bullish or bearish based on its 4-bar forward return. The majority vote determines the prediction and confidence score.
Linear Regression Forecast
Fits a least-squares line to the last N closing prices and projects it forward. A dashed line on the chart shows the projected price target. The table shows the expected percentage change from the current close.
Naive Bayes Classifier
Estimates Gaussian probability distributions of RSI and volatility features, separately for bull and bear historical bars. Applies Bayes' theorem via log-likelihood to produce a calibrated probability P(bull) / P(bear).
─── Table (top-right corner) ───
Three columns — KNN · LinReg · Bayes — with three rows:
─── Setup ───
─── Alerts ───
─── Notes ───
─── How it works ───
KNN Lorentzian Classifier
Searches the last N bars for the k historical states most similar to the current market (RSI, smoothed RSI, ATR ratio, position inside the Master Trend channel). Each matched bar is labelled bullish or bearish based on its 4-bar forward return. The majority vote determines the prediction and confidence score.
Linear Regression Forecast
Fits a least-squares line to the last N closing prices and projects it forward. A dashed line on the chart shows the projected price target. The table shows the expected percentage change from the current close.
Naive Bayes Classifier
Estimates Gaussian probability distributions of RSI and volatility features, separately for bull and bear historical bars. Applies Bayes' theorem via log-likelihood to produce a calibrated probability P(bull) / P(bear).
─── Table (top-right corner) ───
Three columns — KNN · LinReg · Bayes — with three rows:
- Signal — ▲ BULL / ▼ BEAR / ● NEUT (LinReg shows ▲ UP / ▼ DOWN)
- Strength — KNN: vote confidence %; LinReg: projected Δ%; Bayes: class probability %
- Detail — KNN: votes / k; LinReg: target price; Bayes: raw p-value
─── Setup ───
- Add Master Trend to the chart.
- Add Master Trend · AI as a second overlay on the same chart.
- Open the "Trend (sync with Master Trend)" group and match Length and Multiplier to your Master Trend settings. The AI channel feature depends on these values being identical.
─── Alerts ───
- AI+Trend LONG — KNN predicts bullish and Master Trend fires a long signal simultaneously.
- AI+Trend SHORT — KNN predicts bearish and Master Trend fires a short signal simultaneously.
─── Notes ───
- All three models are recalculated on every bar from scratch — no external data, no repainting from lookahead.
- KNN and Naive Bayes share the same Lookback / Step parameters for consistency; LinReg has its own length.
- Signals become active after Lookback bars have elapsed from the chart's first bar.
Script de código abierto
Fiel al espíritu de TradingView, el creador de este script lo ha convertido en código abierto, para que los traders puedan revisar y verificar su funcionalidad. ¡Enhorabuena al autor! Aunque puede utilizarlo de forma gratuita, recuerde que cualquier republicación del código está sujeta a nuestras Normas internas.
How to get an access?
Telegram: t.me/MasterTrendPro
Website: master-trend.pro
Telegram: t.me/MasterTrendPro
Website: master-trend.pro
Exención de responsabilidad
La información y las publicaciones no constituyen, ni deben considerarse como, asesoramiento o recomendaciones financieras, de inversión, de trading u otro tipo, proporcionadas o respaldadas por TradingView. Obtenga más información en Condiciones de uso.
Script de código abierto
Fiel al espíritu de TradingView, el creador de este script lo ha convertido en código abierto, para que los traders puedan revisar y verificar su funcionalidad. ¡Enhorabuena al autor! Aunque puede utilizarlo de forma gratuita, recuerde que cualquier republicación del código está sujeta a nuestras Normas internas.
How to get an access?
Telegram: t.me/MasterTrendPro
Website: master-trend.pro
Telegram: t.me/MasterTrendPro
Website: master-trend.pro
Exención de responsabilidad
La información y las publicaciones no constituyen, ni deben considerarse como, asesoramiento o recomendaciones financieras, de inversión, de trading u otro tipo, proporcionadas o respaldadas por TradingView. Obtenga más información en Condiciones de uso.