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Intelligence Lab

Calibration, similarity search and spread-aware validation of the ensemble logic.

Slippage
Backtest trades
0
5m EMA regime model
Hit rate
0.0%
Net R
+0.00R
after spread + slippage
Expectancy
0.000R
Max drawdown
0.00R

Walk-forward validation

In-sample avg
0.000R
Out-of-sample avg
0.000R

Efficiency ratio — — values below 0.5 suggest the edge is fitted to the in-sample window.

Model calibration

  • 50-60% predictedrealised 48%
  • 60-70% predictedrealised 58%
  • 70-80% predictedrealised 68%
  • 80-90% predictedrealised 78%

Historical setup similarity

Window start (UTC)SimilarityForward 30m
10-07 12:0042.4%+0.91%
10-07 12:0531.6%+0.66%
10-07 11:5530.8%+0.75%
10-07 11:4526.2%+0.19%
10-07 11:5026.1%+0.66%

Nearest-neighbour outcome average: +0.63% over 30 minutes · current price 2,458.35