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VWMA with kNN Machine Learning: MFI/ADX

by lastguru · Strategy · Pine Script v4 · 1,133 likes

Verifiedbit-exact

VWMA with kNN Machine Learning: MFI/ADX by lastguru, a Pine Script v4 strategy, converted with PyneComp and run with PyneCore on BINANCE:BTCUSDT 30m: 59,378 plotted values compared with TradingView, every one bit-identical; all 198 trades match TradingView's entry and exit timing.

Plot match vs TradingView100%

Accuracy

Trades compared198 TV / 198 Pyne
Whole-trade match100%
Entry timing match100%
Exit timing match100%
Net profit (TV / Pyne)-40,231 / -40,231
Plots compared2
Plotted values compared59,378
Identical to the bit100%
Worst gapsame double
Transcendentals on the pathpow
Pearson correlation (min)1.000000

Run

Bars executed29,704
Run time16.60 s CPU
Per-bar time0.56 ms/bar CPU (per chart bar)

Data window

SymbolBINANCE:BTCUSDT
Timeframe30 min
From2025-01-01 00:00
To2026-09-11 19:30
Bars29,704

Source

Pine versionv4, converted to v6 by PyneComp
Script revisionv3
LicenseMPL-2.0

SHA-256e40b72ee877aa618324aae9b1872860d58c9e877e8a184f8a2a6c2dd452717c3

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Measured 2026-09-27 · How this is measured · All scripts