Short-horizon analysis.
Live market chart
Confirmed arrows are plotted on the candle that triggered the signal.
The chart will draw as soon as Deriv returns candles.
Waiting for sufficient candles and a live price. This is an early setup watch, not a guaranteed prediction.
Multi-horizon forecast engines
Separate short (3), medium (12) and long (36) candle outlooks for the selected chart timeframe.
Medium-horizon analysis.
Long-horizon analysis requires at least 230 candles.
Confirmation is valid only when all four independent timeframes are ready and agree with the selected-chart consensus. Mixed, neutral, missing or rejected history means WAIT / NO CONFIRMATION. A public quote is still not your broker quote.
The horizon is not a trade timer. A 3-bar forecast does not tell you to close or reverse after 3 bars. Forecast states refresh from new completed candles; chart arrows mark state transitions only. You decide entry, exit and holding period.
A cost sensitivity input, not an observed broker cost. 10 bps = 0.10% of entry value. Adjust it to test assumptions.
| Horizon | Training calibration | Expanding walk-forward | Validation window | Chronological holdout | Holdout net mean |
|---|---|---|---|---|---|
| Waiting for enough candle history. | |||||
Calibration is fitted only on the earliest training window using score-strength bands and shrinkage. Events are spaced by their own horizon so outcomes inside each segment do not overlap. The holdout is the latest chronological slice of the currently loaded candles, not a permanently sealed external dataset. Net mean is a directional horizon proxy after the assumed cost; it is not broker-grade P&L, a complete trading-strategy result, or evidence of future profitability. Small or unavailable samples are not promoted.
Hypothetical rules: enter at the next candle open after a closed-candle consensus transition; stop at 1.5 × ATR; target at 2R; exit after at most 36 bars; allow only one position at a time; assume the stop is hit first when stop and target are both touched in one candle; apply the round-trip cost setting above. This remains an OHLC-only simulation: no tick-by-tick path, broker spread history, slippage model, commission schedule, swap, rejected orders, or actual fills are included. The holdout is re-cut from the currently loaded data, so it is not a permanently sealed external test set.
Confluence is an indicator-agreement score, not a probability of winning. Historical checks use only outcomes that have already matured and exclude the developing candle; results are preliminary, do not include execution costs, and are not proof of predictive edge or profitability.
Forecast signal confirmation
A chart arrow appears only when the ensemble outlook moves from neutral or opposite direction into a confirmed directional state on a closed candle.