kitsdih

**CMD Unified v4.4.3 — Alpha Engine Export**

CMD Unified is a directional bias indicator built on asymmetric bull/bear divergence architecture. It uses a K-Nearest Neighbors classifier trained on live market geometry to identify when bull and bear momentum are structurally diverging, then emits a directional code — Long, Short, or Neutral — only when a multi-layer validity gate is satisfied.

**How it works**

The engine tracks two independent centroid populations: bull-side and bear-side. At each bar it measures the Mahalanobis distance of current price action to each centroid cluster and scores divergence using a z-normalized delta oscillator. A directional fire is triggered only when the dominant side crosses a configurable confidence threshold and the KNN classifier has accumulated sufficient training samples.

A hold-latch mechanism sustains the last directional code for a user-defined number of bars after a crossover, smoothing signal choppiness without introducing look-ahead bias.

**Exports for cross-script consumption**

The indicator publishes three plots readable by a companion strategy via `input.source`:

- **KTS_STATE** — directional code: 1 = Long, 2 = Short, 0 = Neutral, 3 = gate not satisfied
- **KTS_STRENGTH** — signed signal strength, z-normalized and tanh-compressed, scaled by transfer entropy reliability
- **KTS_RANGE** — range-position context: negative = coiled/absorption, positive = expansion/exhaustion

**Intended use**

Designed as one component of a multi-signal combiner. Works best on liquid perpetual futures at 15m–4H timeframes with at least 500 bars of warmup history.

릴리즈 노트

i'm working on simplifying it to make comprehensible, hold on.

오픈 소스 스크립트

트레이딩뷰의 진정한 정신에 따라, 이 스크립트의 작성자는 이를 오픈소스로 공개하여 트레이더들이 기능을 검토하고 검증할 수 있도록 했습니다. 작성자에게 찬사를 보냅니다! 이 코드는 무료로 사용할 수 있지만, 코드를 재게시하는 경우 하우스 룰이 적용된다는 점을 기억하세요.

cybermediaboy

면책사항

해당 정보와 게시물은 금융, 투자, 트레이딩 또는 기타 유형의 조언이나 권장 사항으로 간주되지 않으며, 트레이딩뷰에서 제공하거나 보증하는 것이 아닙니다. 자세한 내용은 이용 약관을 참조하세요.

오픈 소스 스크립트

cybermediaboy