NIFTY
NIFTY₹24,812.40+0.49%
SENSEX
SENSEX₹81,340.25+0.38%
HDFCBANK
HDFCBANK₹1,724.80+3.42%
RELIANCE
RELIANCE₹2,980.50+2.20%
INFY
INFY₹1,856.30+4.15%
TCS
TCS₹4,214.00+1.85%
SUNPHARMA
SUNPHARMA₹1,768.20-2.63%
ICICIBANK
ICICIBANK₹1,218.40+0.21%
TATAMOTORS
TATAMOTORS₹1,086.50+5.60%
ITC
ITC₹512.75+7.80%
NIFTY
NIFTY₹24,812.40+0.49%
SENSEX
SENSEX₹81,340.25+0.38%
HDFCBANK
HDFCBANK₹1,724.80+3.42%
RELIANCE
RELIANCE₹2,980.50+2.20%
INFY
INFY₹1,856.30+4.15%
TCS
TCS₹4,214.00+1.85%
SUNPHARMA
SUNPHARMA₹1,768.20-2.63%
ICICIBANK
ICICIBANK₹1,218.40+0.21%
TATAMOTORS
TATAMOTORS₹1,086.50+5.60%
ITC
ITC₹512.75+7.80%
Project Rho/
Rule Workshop

Tata Motors Pullback Guard

v3 · TATAMOTORS · 4 tuned parameters · NSE illustrative history

LOOK-AHEAD PREVENTED

Every signal sees only prices and filings available before its decision timestamp. Zero future bars visible.

624 / 624 passed

17 future reads rejected

Rolling Validation Map

Tune once. Freeze parameters. Evaluate forward.

Every window shares one axis. The vertical hand-off divider marks where parameters stop learning and the unseen forward testing begins.

In-Sample TuneOut-of-Sample Evaluate
OctNovDecJanFebMarAprMayJunJulAugSepW1TuneEvaluate91%W2TuneEvaluate86%W3TuneEvaluate89%W4TuneEvaluate84%windowstable
Select active window to inspect in-sample tuning and forward evaluation split panes:
Dual-Pane Walk-Forward Split Chart · resizable.tsx

In-Sample Parameter Tuning vs. Out-of-Sample Forward Verification (W1)

Drag divider to adjust split ratio
In-Sample TuningOct-Dec 2025
6 Firings
Tuned Return

+4.6%

Win Rate

71.4%

Profit Factor

2.18

In-Sample DD

-0.9%

Optimization Trajectory (T0 → T5)Base: 100.0
Frozen Params:Lookback: 20d EMARSI ≤ 30ATR 1.8x
Out-of-Sample ForwardJan-Feb 2026
5 Unseen Firings
Unseen Return

+3.4%

Forward Win Rate

66.7%

Stability Metric

91%

Degradation Delta

-4.7%

Unseen Forward Evaluation (E0 → E4)Forward Sharpe 1.92
Temporal isolation verified: Zero look-ahead biasDegradation within standard ±12% envelope