Machine Learning: Lorentzian Classification - FREE VERSION

A free, fully functional trial of the Lorentzian Classification engine. The prediction model, filters and kernel regression are identical to the PRO release - the only difference is that this version runs on EURUSD M1 in 60-minute sessions and does not expose any settings.

WHAT YOU GET

- Approximate k-nearest-neighbours classifier using Lorentzian Distance, which reduces the influence of outliers and volatility shocks compared to Euclidean Distance

- 8 neighbours across 5 feature dimensions: normalised RSI, WaveTrend, CCI and ADX

- Nadaraya-Watson kernel regression line, plotted in bullish and bearish colours

- Volatility and regime filters active by default

- BUY and SELL arrows with bold text labels, positioned by ATR so they scale correctly

- Sound and popup alerts on every new signal, fired on bar close

- Collapsible on-chart panel: direction, prediction value, confidence, kernel state, filter status and live trade statistics

- Bar colouring by prediction strength, with a confidence gradient

WHAT YOU CAN CHANGE

- Buy colour

- Sell colour

- Nothing else. All model, filter and kernel settings are fixed at their recommended defaults.

LIMITATIONS OF THE FREE VERSION

- EURUSD only. On any other symbol the indicator does not calculate and shows a notice.

- M1 timeframe only. On any other timeframe the indicator does not calculate and shows a notice.

- Each session runs for 60 minutes. A countdown is displayed at the bottom of the chart. When it reaches zero the indicator stops and clears its drawings.

- To start a new session, switch the indicator off and on again. There is no limit on the number of sessions.

- No parameter access, no multi-symbol support, no timeframe flexibility, no email alerts, no exit markers, no configurable features or filters.

WHAT THE PRO VERSION ADDS

- Any symbol, any timeframe

- Full control over neighbours count, max bars back, feature count and colour compression

- Five configurable feature slots with individual lengths and smoothing

- Adjustable volatility, regime, ADX, EMA and SMA filters

- Full kernel settings: lookback window, relative weighting, regression level, crossover lag and enhanced smoothing

- Fixed and dynamic exit markers

- Email alerts, intrabar alert mode and configurable signal labels

- Solid and gradient bar colour schemes, adjustable visual range and panel position

- No session limit

Get the PRO version here: https://ctrader.com/profile/F1-Algo

NOTES

- The trade statistics panel is a calibration aid, not a backtest. It ignores spread, commission, slippage and position sizing. Validate any setup in a proper backtest before trading it.

- The model evaluates the forming bar in real time and settles once the bar closes. Alerts fire on bar close.

- Recommended use: run it on EURUSD M1 to see how the model behaves before deciding on the PRO version.

Based on the open-source Lorentzian Classification indicator by jdehorty, published under the Mozilla Public License 2.0.

This indicator is a technical analysis tool. It does not constitute financial advice, and past behaviour of any configuration does not predict future results.