Indicator · Pine Script v5 · On the chart

ML Decision Tree Classifier

by haydarkadioglu

The ML Decision Tree Classifier uses rule-based decision tree logic to evaluate trend, momentum, volume, and MACD indicators for market direction classification.

View on GitHub

GitHub stars1on the repository
Pine versionv5runs as is
Lines of code283
Settings13inputs
LicenceNone stated
Last update8 months ago17 Feb 2026

Add It to Your TradingView Chart

  1. 1Copy the scriptPress Copy script above. It reads the file straight from GitHub.
  2. 2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
  3. 3Paste over the templateCreate a new indicator, select all of the template text and paste. Press Save and give it a name.
  4. 4Add it to the chartPress Add to chart, then adjust the settings with the gear icon next to its name.

Source Code

The code stays on GitHub. The author has not published this script under an open licence, so ForexR does not show its code. Copy script reads the file straight from GitHub into your clipboard, so you can still try it on your own chart. Ask the author before reusing the code anywhere else.

Overview

ML Decision Tree Classifier calculates exponential moving averages, relative strength index values, volume relative to a moving average, and MACD histogram momentum to determine market conditions. The indicator calculates a confidence score for potential predictions and displays buy or sell signal markers directly on the price chart when confidence exceeds a customizable minimum threshold. It also features an on-screen display panel visualizing the decision tree path.

Details

Published by

haydarkadioglu on GitHub

Type

Indicator, Pine Script v5

Draws

On the price chart

Category

AI / machine learning, Trend, Oscillators & momentum, Volume

Markets

Any symbol

Timeframes

Any timeframe

Risk Notes

No repainting, lookahead or stacked entries were found in its code or README. That says nothing about how well it works: test it first.

Settings

The inputs you can change from the gear icon on the chart. Defaults are the author's.

SettingTypeDefaultVariable
EMA Shortint20ema_short
EMA Mediumint50ema_medium
EMA Longint200ema_long
RSI Lengthint14rsi_length
RSI Oversoldint30rsi_oversold
RSI Overboughtint70rsi_overbought
High Volume Multiplierfloat1.2volume_threshold
S/R Distance %float2.0sr_distance
Pivot Lengthint10pivot_length
Show Decision Path Panelbooltrueshow_decision_path
Panel PositionstringTop Rightpanel_position
Show Buy/Sell Signalsbooltrueshow_signals
Show all 13 settings
SettingTypeDefaultVariable
Min Confidence for Signals (%)int60min_confidence
Third-party code. ForexR did not write, test or endorse this script, and the summary above was generated automatically from its code and README. Indicators describe the past, and a strategy's backtest can look better than live trading, especially when a script repaints. Check it in the Strategy Tester and on a demo account before you rely on it.

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