Stats

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":19.20315865283131,"dd":33.40625556193522,"n":213,"win":51.64319248826291,"W":1.9008148335984225,"L":1.8059848878178024,"K":0.01424715673942091},{"period":"holdout","cost":"zero","return":-32.59505817592977,"dd":41.18284700195467,"n":215,"win":45.58139534883721,"W":1.936638954642452,"L":1.9503213003356727,"K":0},{"period":"recent","cost":"zero","return":-0.6619567187630349,"dd":26.80240913305211,"n":29,"win":51.724137931034484,"W":2.4087084868495134,"L":2.511965588285353,"K":0.003446936154310132},{"period":"train","cost":"base","return":-22.14647181522935,"dd":49.41723665717414,"n":213,"win":50.23474178403756,"W":1.746401445743688,"L":1.9471254588434133,"K":0},{"period":"holdout","cost":"base","return":-56.1524738853473,"dd":57.54547500939253,"n":215,"win":44.651162790697676,"W":1.7708817126454235,"L":2.078899873135273,"K":0},{"period":"recent","cost":"base","return":-6.259661132264083,"dd":28.395171636410012,"n":29,"win":51.724137931034484,"W":2.204095733782102,"L":2.7067468271745665,"K":0},{"period":"train","cost":"stress","return":-58.90739824686072,"dd":66.51451618422648,"n":213,"win":46.478873239436616,"W":1.5685020352183263,"L":2.092613152303241,"K":0},{"period":"holdout","cost":"stress","return":-76.99487145071846,"dd":77.37911290851906,"n":215,"win":43.25581395348837,"W":1.517826188328262,"L":2.3173272899491697,"K":0},{"period":"recent","cost":"stress","return":-14.070391505872426,"dd":30.719571506426945,"n":29,"win":48.275862068965516,"W":2.0431757020192935,"L":2.807332017631263,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":28.574383008983272,"dd":46.54132884809891,"n":193,"win":51.29533678756477,"W":2.4951337624906547,"L":2.257545747764133,"K":0.01807089625473733},{"period":"holdout","cost":"zero","return":13.195003419584928,"dd":33.963443942162044,"n":193,"win":49.740932642487046,"W":2.670176104155006,"L":2.4493457848997466,"K":0.00909604327231281},{"period":"recent","cost":"zero","return":3.7190990572059546,"dd":22.12992746572924,"n":26,"win":50,"W":2.868860836570745,"L":2.4811769380823376,"K":0.016891891963981595},{"period":"train","cost":"base","return":-12.598926884358352,"dd":56.74938850801248,"n":193,"win":47.15025906735752,"W":2.5017745447329562,"L":2.2694462610132167,"K":0},{"period":"holdout","cost":"base","return":-23.053375496196605,"dd":43.17746533544277,"n":193,"win":47.15025906735752,"W":2.6054882532665067,"L":2.4711671999486193,"K":0},{"period":"recent","cost":"base","return":-1.5364656487320771,"dd":23.976561119026265,"n":26,"win":50,"W":2.66332869841881,"L":2.676019692740803,"K":0},{"period":"train","cost":"stress","return":-51.015371366220606,"dd":69.73443047616958,"n":193,"win":40.932642487046635,"W":2.550091876346059,"L":2.307729667959877,"K":0},{"period":"holdout","cost":"stress","return":-56.87465048678973,"dd":60.21371556545858,"n":193,"win":44.559585492227974,"W":2.438977765136447,"L":2.6400022173697506,"K":0},{"period":"recent","cost":"stress","return":-8.924745845132964,"dd":26.664732226394595,"n":26,"win":50,"W":2.355799698294729,"L":2.9675546228024285,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":18.811604785940396,"dd":34.076871024217404,"n":226,"win":51.32743362831859,"W":1.6308109096713586,"L":1.5364205023791104,"K":0.013680019241828448},{"period":"holdout","cost":"zero","return":-21.508531739366134,"dd":34.416192615683386,"n":226,"win":49.557522123893804,"W":1.597559587152703,"L":1.7749040900783206,"K":0},{"period":"recent","cost":"zero","return":5.317340389966785,"dd":22.270196455129078,"n":29,"win":55.172413793103445,"W":2.2251699747298166,"L":2.2271122745606933,"K":0.025764246536110647},{"period":"train","cost":"base","return":-24.393742730570033,"dd":49.288735960179444,"n":226,"win":49.557522123893804,"W":1.4813319108773715,"L":1.6614310720940186,"K":0},{"period":"holdout","cost":"base","return":-50.05162876588778,"dd":53.319393572679765,"n":226,"win":47.78761061946903,"W":1.4508507159004824,"L":1.8785560173649973,"K":0},{"period":"recent","cost":"base","return":-0.617297757173596,"dd":23.96157884918472,"n":29,"win":55.172413793103445,"W":2.020923931884738,"L":2.4224626507977223,"K":0.0035950117380198487},{"period":"train","cost":"stress","return":-61.61994738896384,"dd":67.12708150642099,"n":226,"win":43.36283185840708,"W":1.362864068326875,"L":1.7553343000372528,"K":0},{"period":"holdout","cost":"stress","return":-74.64467644563737,"dd":74.77011390657093,"n":226,"win":42.47787610619469,"W":1.3079135088669465,"L":1.9849331390076825,"K":0},{"period":"recent","cost":"stress","return":-8.898167022160708,"dd":26.42989977499982,"n":29,"win":51.724137931034484,"W":1.838695497001656,"L":2.5305119104271943,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":57.84436043079979,"dd":35.49557826654425,"n":226,"win":50.442477876106196,"W":2.0620547392991644,"L":1.6446534768620291,"K":0.027290981989570917},{"period":"holdout","cost":"zero","return":125.27921857208568,"dd":25.253188262610806,"n":226,"win":57.07964601769911,"W":2.0675476216243016,"L":1.8696893649306698,"K":0.04566661076180269},{"period":"recent","cost":"zero","return":5.390037197775399,"dd":27.31440360804992,"n":29,"win":58.620689655172406,"W":2.5929814814071315,"L":3.078719834291388,"K":0.023724676970989816},{"period":"train","cost":"base","return":0.4449131443079457,"dd":48.987150697084225,"n":226,"win":48.23008849557522,"W":1.9461583681420875,"L":1.7510540351152963,"K":0.004125406669214404},{"period":"holdout","cost":"base","return":43.35736469096787,"dd":33.27948641698967,"n":226,"win":54.424778761061944,"W":1.9604452651638928,"L":1.9162568565605127,"K":0.024692055913787758},{"period":"recent","cost":"base","return":-0.5486974186376781,"dd":28.89602523105851,"n":29,"win":58.620689655172406,"W":2.3880005506203643,"L":3.2723686973475137,"K":0.00479258608510999},{"period":"train","cost":"stress","return":-49.01108466126618,"dd":66.6326231969882,"n":226,"win":41.150442477876105,"W":1.944511572184224,"L":1.8142999800205468,"K":0},{"period":"holdout","cost":"stress","return":-27.227409506441635,"dd":46.839860567821,"n":226,"win":45.57522123893805,"W":2.007031425995159,"L":1.8763701613440202,"K":0},{"period":"recent","cost":"stress","return":-8.835282672646317,"dd":31.204166643972687,"n":29,"win":51.724137931034484,"W":2.3908006389507688,"L":3.0875271146641285,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":52.227473811057855,"dd":34.93389636286501,"n":222,"win":54.95495495495496,"W":1.8644265687214512,"L":1.797086682432509,"K":0.028842148977253776},{"period":"holdout","cost":"zero","return":-21.182971924873883,"dd":37.43068337612203,"n":214,"win":51.4018691588785,"W":1.6965850185567808,"L":1.9985488674016068,"K":0},{"period":"recent","cost":"zero","return":-2.78327190421227,"dd":25.13463563534557,"n":31,"win":54.83870967741935,"W":2.010316052254626,"L":2.550292790710057,"K":0},{"period":"train","cost":"base","return":-2.351343063306033,"dd":47.64123339705238,"n":222,"win":52.702702702702695,"W":1.7354252393032972,"L":1.9023278138156476,"K":0.0021416023132878603},{"period":"holdout","cost":"base","return":-48.626163252452095,"dd":53.41515686636533,"n":214,"win":50.467289719626166,"W":1.5224578927170382,"L":2.135570300510461,"K":0},{"period":"recent","cost":"base","return":-8.627661425036425,"dd":27.637272325848205,"n":31,"win":51.61290322580645,"W":1.9207218149502172,"L":2.563401698034291,"K":0},{"period":"train","cost":"stress","return":-49.83213221076598,"dd":64.83902029350193,"n":222,"win":48.64864864864865,"W":1.5593162934500748,"L":2.0317195556956738,"K":0},{"period":"holdout","cost":"stress","return":-72.96511939062655,"dd":73.57239554301023,"n":214,"win":47.66355140186916,"W":1.294579716528172,"L":2.3027721599953983,"K":0},{"period":"recent","cost":"stress","return":-16.74213253388731,"dd":31.235249486976446,"n":31,"win":48.38709677419355,"W":1.7318792186366745,"L":2.685038819370337,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":178.34105018617214,"dd":27.685643940413595,"n":198,"win":57.07070707070707,"W":2.5557181831279046,"L":2.084903459982115,"K":0.05512463462690349},{"period":"holdout","cost":"zero","return":93.30510233270614,"dd":32.15689256459794,"n":192,"win":52.604166666666664,"W":2.8384663546067106,"L":2.3232415947262686,"K":0.034528492574095765},{"period":"recent","cost":"zero","return":-2.823530697969112,"dd":26.785563246036446,"n":28,"win":57.14285714285714,"W":2.3869897520176,"L":3.2938106761033703,"K":0},{"period":"train","cost":"base","return":87.32538434780786,"dd":37.86009014691455,"n":198,"win":52.52525252525253,"W":2.563886030968309,"L":2.050717172509798,"K":0.0363817666472635},{"period":"holdout","cost":"base","return":31.666176019651537,"dd":40.308013308002074,"n":192,"win":51.041666666666664,"W":2.715957132854908,"L":2.4158202250728835,"K":0.01873413847130169},{"period":"recent","cost":"base","return":-8.115845616070306,"dd":29.091336289654734,"n":28,"win":53.57142857142857,"W":2.3293191622449383,"L":3.2204168148812924,"K":0},{"period":"train","cost":"stress","return":3.4249354802157628,"dd":54.6296543356668,"n":198,"win":46.464646464646464,"W":2.5689925239825833,"L":2.094367644776468,"K":0.0070500566208592935},{"period":"holdout","cost":"stress","return":-25.984928470010615,"dd":53.18048154084121,"n":192,"win":48.4375,"W":2.5440826608630376,"L":2.5773114248441544,"K":0},{"period":"recent","cost":"stress","return":-15.51884893830584,"dd":32.414562498344324,"n":28,"win":53.57142857142857,"W":2.022790690936683,"L":3.5103209980660695,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":71.53304834541699,"dd":29.193445685189435,"n":231,"win":56.27705627705628,"W":1.6420679143841104,"L":1.5490123080117293,"K":0.03757970398632536},{"period":"holdout","cost":"zero","return":-1.0317451232329078,"dd":26.154841612524258,"n":222,"win":54.95495495495496,"W":1.4485794223149535,"L":1.756779813479074,"K":0.0008152660846985349},{"period":"recent","cost":"zero","return":0.758468782019972,"dd":20.65114740830539,"n":31,"win":58.06451612903226,"W":1.8005264340188565,"L":2.346786979479145,"K":0.008515632603908502},{"period":"train","cost":"base","return":8.069648335272039,"dd":41.64260374672444,"n":231,"win":55.41125541125541,"W":1.4625410560149192,"L":1.6981408725902127,"K":0.00909934517524194},{"period":"holdout","cost":"base","return":-36.51528908586076,"dd":45.6056164341927,"n":222,"win":52.702702702702695,"W":1.3035095581904221,"L":1.848251133021885,"K":0},{"period":"recent","cost":"base","return":-5.298839981793913,"dd":22.64896291756815,"n":31,"win":51.61290322580645,"W":1.8007883468594652,"L":2.20726478720401,"K":0},{"period":"train","cost":"stress","return":-45.95728791190342,"dd":61.62619753893107,"n":231,"win":48.917748917748916,"W":1.3267050032493817,"L":1.7530002532063407,"K":0},{"period":"holdout","cost":"stress","return":-67.3841639640466,"dd":68.2230200007498,"n":222,"win":44.5945945945946,"W":1.210442405425759,"L":1.8517510907884023,"K":0},{"period":"recent","cost":"stress","return":-13.708932564812804,"dd":25.551754132641356,"n":31,"win":41.935483870967744,"W":1.8797162270502987,"L":2.111437755156899,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":178.1938990668753,"dd":16.39947720096234,"n":231,"win":55.41125541125541,"W":2.0825150207934087,"L":1.5412069940990074,"K":0.056031152513499966},{"period":"holdout","cost":"zero","return":293.19855280009165,"dd":17.430076245682258,"n":222,"win":60.36036036036037,"W":2.1788715158626197,"L":1.691020766295331,"K":0.07399015454540013},{"period":"recent","cost":"zero","return":-3.5964203195659183,"dd":24.204642329198002,"n":31,"win":61.29032258064516,"W":1.8219494062971981,"L":3.0702480564975207,"K":0},{"period":"train","cost":"base","return":75.2683644998524,"dd":24.664730330157692,"n":231,"win":54.54545454545454,"W":1.9094592792091198,"L":1.6914799391298918,"K":0.03569973033564726},{"period":"holdout","cost":"base","return":152.2232658083544,"dd":22.351464394474295,"n":222,"win":57.20720720720721,"W":2.0884837396574873,"L":1.737184233963215,"K":0.054031252697204504},{"period":"recent","cost":"base","return":-9.391925701100046,"dd":25.823788821665705,"n":31,"win":51.61290322580645,"W":1.9276043951547694,"L":2.6171310333549127,"K":0},{"period":"train","cost":"stress","return":-12.353025047036681,"dd":47.25899957864242,"n":231,"win":48.05194805194805,"W":1.8384011517094314,"L":1.7538416971052357,"K":0},{"period":"holdout","cost":"stress","return":29.581950734311448,"dd":33.228683495225894,"n":222,"win":47.2972972972973,"W":2.189904323715891,"L":1.679790616730518,"K":0.01717774860314092},{"period":"recent","cost":"stress","return":-17.438525061406708,"dd":28.52340307978135,"n":31,"win":38.70967741935484,"W":2.2242321499971003,"L":2.3351027918447667,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":10.35996768260623,"dd":42.13637086814445,"n":215,"win":50.697674418604656,"W":1.8801974034012479,"L":1.7883084679461931,"K":0.00951212550973582},{"period":"holdout","cost":"zero","return":-7.786242848370528,"dd":27.495592033600158,"n":209,"win":50.23923444976076,"W":1.8247914054620427,"L":1.8943552397297145,"K":0},{"period":"recent","cost":"zero","return":-21.582225844787207,"dd":40.1356334297864,"n":29,"win":48.275862068965516,"W":2.304727332792503,"L":3.6237969986631993,"K":0},{"period":"train","cost":"base","return":-28.209839901571264,"dd":55.20695763954622,"n":215,"win":48.372093023255815,"W":1.7599079793943575,"L":1.8976339965516806,"K":0},{"period":"holdout","cost":"base","return":-39.28994746495813,"dd":45.828911956183184,"n":209,"win":49.282296650717704,"W":1.6539701868202707,"L":2.0342040446388596,"K":0},{"period":"recent","cost":"base","return":-26.00107189798383,"dd":41.788586497025314,"n":29,"win":44.827586206896555,"W":2.2635056788161365,"L":3.5791508185220513,"K":0},{"period":"train","cost":"stress","return":-62.33443461965437,"dd":70.07919697601497,"n":215,"win":46.04651162790698,"W":1.5346235309032943,"L":2.102202031600124,"K":0},{"period":"holdout","cost":"stress","return":-67.56921269011691,"dd":68.30837477261838,"n":209,"win":46.411483253588514,"W":1.440162590357214,"L":2.209223457956847,"K":0},{"period":"recent","cost":"stress","return":-32.16688783509485,"dd":44.40826073291989,"n":29,"win":44.827586206896555,"W":1.957174352437925,"L":3.867980410508113,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":37.433821099280415,"dd":31.102256434358623,"n":195,"win":50.256410256410255,"W":2.5764100362494182,"L":2.1638226048325797,"K":0.021196951892784102},{"period":"holdout","cost":"zero","return":48.52587654538867,"dd":34.37929333597173,"n":190,"win":50.526315789473685,"W":2.667200203380421,"L":2.235534364540271,"K":0.022648917136101593},{"period":"recent","cost":"zero","return":-6.453622785150381,"dd":35.73506118318185,"n":28,"win":50,"W":3.306179777888696,"L":3.606215450686397,"K":0},{"period":"train","cost":"base","return":-6.9494896603194185,"dd":45.33366519372382,"n":195,"win":45.64102564102564,"W":2.619510318317559,"L":2.16589779554648,"K":0.0017380680467813658},{"period":"holdout","cost":"base","return":1.5711120224150443,"dd":42.26340011565154,"n":190,"win":47.368421052631575,"W":2.6300425156599867,"L":2.243844603309714,"K":0.006163281434402715},{"period":"recent","cost":"base","return":-11.548239735368393,"dd":37.75898392497052,"n":28,"win":46.42857142857143,"W":3.339838108241981,"L":3.5469604279585765,"K":0},{"period":"train","cost":"stress","return":-48.161068315413594,"dd":63.46933754440982,"n":195,"win":42.56410256410256,"W":2.4897092572170663,"L":2.3349794099055656,"K":0},{"period":"holdout","cost":"stress","return":-42.55900961188118,"dd":55.75225922584459,"n":190,"win":44.21052631578947,"W":2.497998157904116,"L":2.400604404281518,"K":0},{"period":"recent","cost":"stress","return":-18.67469891091449,"dd":40.67598962008465,"n":28,"win":46.42857142857143,"W":3.030282617597715,"L":3.8358864465728115,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":32.31424135822174,"dd":34.546199164080285,"n":226,"win":53.09734513274337,"W":1.640806320731402,"L":1.5811748158003767,"K":0.019748160818580607},{"period":"holdout","cost":"zero","return":-4.382806977449949,"dd":22.017927679650374,"n":221,"win":51.58371040723983,"W":1.5591065326186637,"L":1.6985859058079489,"K":0},{"period":"recent","cost":"zero","return":-4.528947283584362,"dd":28.25234339262941,"n":30,"win":66.66666666666666,"W":1.9147662089778008,"L":4.088743646423883,"K":0},{"period":"train","cost":"base","return":-15.801283969165347,"dd":49.60693867783458,"n":226,"win":51.32743362831859,"W":1.4902686200023112,"L":1.687602367708467,"K":0},{"period":"holdout","cost":"base","return":-38.54208630517213,"dd":41.4413903152086,"n":221,"win":50.2262443438914,"W":1.396342510979817,"L":1.8160181973911302,"K":0},{"period":"recent","cost":"base","return":-10.088749017283282,"dd":29.918756424066196,"n":30,"win":63.33333333333333,"W":1.804324706690401,"L":3.8966461058701003,"K":0},{"period":"train","cost":"stress","return":-57.25815206631386,"dd":66.78068797620116,"n":226,"win":46.46017699115044,"W":1.3228756140789912,"L":1.8126224953864054,"K":0},{"period":"holdout","cost":"stress","return":-68.33058305254215,"dd":68.52034556386918,"n":221,"win":45.248868778280546,"W":1.2271023708841489,"L":1.9301229934477213,"K":0},{"period":"recent","cost":"stress","return":-17.827316762377265,"dd":32.346072448942785,"n":30,"win":53.333333333333336,"W":1.8159963539952153,"L":3.3284074508303214,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":109.22542474738881,"dd":23.449315758242694,"n":226,"win":53.53982300884957,"W":2.065147794771529,"L":1.6402083515764312,"K":0.04159905309147767},{"period":"holdout","cost":"zero","return":235.313674320911,"dd":12.247881483112721,"n":221,"win":55.65610859728507,"W":2.188694845972555,"L":1.4692578518167978,"K":0.0647207941235848},{"period":"recent","cost":"zero","return":-2.9414491043999957,"dd":28.750513844466884,"n":30,"win":66.66666666666666,"W":2.022511173889352,"L":4.149465437721803,"K":0},{"period":"train","cost":"base","return":33.1414664355137,"dd":32.15602043875791,"n":226,"win":51.76991150442478,"W":1.927791607636057,"L":1.7424472486260612,"K":0.020442064204121257},{"period":"holdout","cost":"base","return":115.52273399460948,"dd":21.34944603383886,"n":221,"win":53.39366515837104,"W":2.0729836875816168,"L":1.561779235704626,"K":0.04570150637527981},{"period":"recent","cost":"base","return":-8.593699542473153,"dd":30.132956608632444,"n":30,"win":60,"W":2.025470442368664,"L":3.624568048713787,"K":0},{"period":"train","cost":"stress","return":-32.413312455136534,"dd":50.63509911740378,"n":226,"win":46.017699115044245,"W":1.8454832012525304,"L":1.836972290938241,"K":0},{"period":"holdout","cost":"stress","return":11.05940495187545,"dd":35.66505588560342,"n":221,"win":47.05882352941176,"W":2.024375056693326,"L":1.651605363069235,"K":0.00966567131221266},{"period":"recent","cost":"stress","return":-16.46094463902911,"dd":32.299343592723254,"n":30,"win":50,"W":2.101684803272841,"L":3.1684714941996996,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":13.655646889746965,"dd":22.33490997742823,"n":202,"win":53.960396039603964,"W":1.851446289885078,"L":1.9639528096566397,"K":0.012807778365723249},{"period":"holdout","cost":"zero","return":-19.520461888408335,"dd":32.01786088912038,"n":218,"win":48.62385321100918,"W":1.8910575531193008,"L":1.936515835345826,"K":0},{"period":"recent","cost":"zero","return":-6.024799083709819,"dd":22.610909614229502,"n":29,"win":48.275862068965516,"W":2.367975025144074,"L":2.5249426270415953,"K":0},{"period":"train","cost":"base","return":-24.118478059718107,"dd":40.24554059463301,"n":202,"win":51.48514851485149,"W":1.7299650786494412,"L":2.052594346297908,"K":0},{"period":"holdout","cost":"base","return":-47.96050597271413,"dd":51.94985122698166,"n":218,"win":46.788990825688074,"W":1.7580662312708704,"L":2.0627932646618428,"K":0},{"period":"recent","cost":"base","return":-11.320307023598254,"dd":24.672440239264194,"n":29,"win":48.275862068965516,"W":2.1634436575941995,"L":2.719697937787914,"K":0},{"period":"train","cost":"stress","return":-58.60450156098065,"dd":61.34654802592547,"n":202,"win":46.53465346534654,"W":1.5914177406607561,"L":2.1414520710623126,"K":0},{"period":"holdout","cost":"stress","return":-72.94148383267489,"dd":73.61083225466925,"n":218,"win":45.412844036697244,"W":1.5015225086762456,"L":2.3002898240073937,"K":0},{"period":"recent","cost":"stress","return":-18.709368977282338,"dd":27.66212351475493,"n":29,"win":48.275862068965516,"W":1.857412067974245,"L":3.0111020292414787,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":12.865081727387583,"dd":37.63788589387206,"n":184,"win":53.80434782608695,"W":2.3597914903225576,"L":2.5491279251241306,"K":0.009755539000241592},{"period":"holdout","cost":"zero","return":36.48550173624512,"dd":16.063040196864588,"n":193,"win":49.740932642487046,"W":2.701416688485293,"L":2.239292728457233,"K":0.02019886598904745},{"period":"recent","cost":"zero","return":-12.20194949823724,"dd":34.10251247927442,"n":26,"win":50,"W":2.0066348695899716,"L":2.908671848463277,"K":0},{"period":"train","cost":"base","return":-21.88414011932236,"dd":52.14647466571043,"n":184,"win":48.369565217391305,"W":2.408934903017791,"L":2.4122182486593102,"K":0},{"period":"holdout","cost":"base","return":-7.221181721392256,"dd":29.69681332883217,"n":193,"win":44.559585492227974,"W":2.800588552127959,"L":2.2184261869932183,"K":0.001609123958900463},{"period":"recent","cost":"base","return":-16.650776567326297,"dd":35.9220498829311,"n":26,"win":50,"W":1.8028254602125402,"L":3.1026604676499816,"K":0},{"period":"train","cost":"stress","return":-55.02116068711342,"dd":67.98693545920926,"n":184,"win":42.934782608695656,"W":2.3828721277847897,"L":2.457957848736056,"K":0},{"period":"holdout","cost":"stress","return":-48.00137119088569,"dd":51.15189975404733,"n":193,"win":41.968911917098445,"W":2.654127041729616,"L":2.4047235368813964,"K":0},{"period":"recent","cost":"stress","return":-22.904943868249404,"dd":38.55759454773965,"n":26,"win":42.30769230769231,"W":1.8070520624444655,"L":2.9675423596384833,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":5.292599226370132,"dd":27.473967253095,"n":216,"win":51.85185185185185,"W":1.6438869534527396,"L":1.6977900957115,"K":0.0053123082939352945},{"period":"holdout","cost":"zero","return":-10.202011508626384,"dd":27.686617875075836,"n":226,"win":49.557522123893804,"W":1.6238102524693745,"L":1.6808316989348209,"K":0},{"period":"recent","cost":"zero","return":10.501787331870482,"dd":13.746340817525804,"n":30,"win":63.33333333333333,"W":2.0446849675252436,"L":2.5077874363999006,"K":0.04590500395525951},{"period":"train","cost":"base","return":-31.643059747535972,"dd":44.361311515968296,"n":216,"win":49.074074074074076,"W":1.5267248937742357,"L":1.7642798338844912,"K":0},{"period":"holdout","cost":"base","return":-42.85667774298522,"dd":48.31653675159423,"n":226,"win":48.67256637168141,"W":1.4480657163386441,"L":1.8173767641208003,"K":0},{"period":"recent","cost":"base","return":4.0666636864922,"dd":16.211754605080042,"n":30,"win":63.33333333333333,"W":1.840799533995107,"L":2.702577023242843,"K":0.023752558753860592},{"period":"train","cost":"stress","return":-64.24314625484038,"dd":65.80811534916656,"n":216,"win":43.51851851851852,"W":1.398138489855362,"L":1.8710606733560446,"K":0},{"period":"holdout","cost":"stress","return":-70.99229886782948,"dd":71.94756827655912,"n":226,"win":42.92035398230089,"W":1.3169036069377134,"L":1.913273578151662,"K":0},{"period":"recent","cost":"stress","return":-4.890245689606276,"dd":19.778261899687166,"n":30,"win":60,"W":1.6299445152577567,"L":2.757866962422842,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":56.120090644066046,"dd":22.10445897697333,"n":216,"win":50.92592592592593,"W":2.0220656742358876,"L":1.6361569382865166,"K":0.028043945661882397},{"period":"holdout","cost":"zero","return":201.76288200982572,"dd":15.32557494292045,"n":226,"win":56.63716814159292,"W":2.140865794935093,"L":1.621130263611272,"K":0.0595037029823698},{"period":"recent","cost":"zero","return":3.1947600804187237,"dd":27.22170598151532,"n":30,"win":63.33333333333333,"W":2.5669331146771954,"L":3.8767437497279538,"K":0.01989257107643086},{"period":"train","cost":"base","return":1.354623086300344,"dd":34.91411599719515,"n":216,"win":47.68518518518518,"W":1.947861189572226,"L":1.695788156370882,"K":0.005351097650602363},{"period":"holdout","cost":"base","return":92.02806100216318,"dd":19.511378944363933,"n":226,"win":54.424778761061944,"W":2.020010688980972,"L":1.7034019435223424,"K":0.039982108243445766},{"period":"recent","cost":"base","return":-2.814835390451298,"dd":29.30194943099331,"n":30,"win":63.33333333333333,"W":2.362004228566192,"L":4.068798159804796,"K":0.0004279578314533017},{"period":"train","cost":"stress","return":-46.98237778479285,"dd":57.23062373791789,"n":216,"win":43.05555555555556,"W":1.8336934757907097,"L":1.8394946265451622,"K":0},{"period":"holdout","cost":"stress","return":-2.5206728882973373,"dd":32.06172502697457,"n":226,"win":44.690265486725664,"W":2.1231798548245093,"L":1.6747798047927527,"K":0.0026538555033067124},{"period":"recent","cost":"stress","return":-11.179461306886063,"dd":32.31126311073951,"n":30,"win":56.666666666666664,"W":2.3222406613393005,"L":3.718744862129698,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":37.85167382133729,"dd":31.569796413557725,"n":207,"win":55.072463768115945,"W":1.8460874444497817,"L":1.8565951150032425,"K":0.02472301576893672},{"period":"holdout","cost":"zero","return":-15.395888683188208,"dd":27.617333845158885,"n":216,"win":50,"W":1.8370139292573417,"L":1.9450529604995472,"K":0},{"period":"recent","cost":"zero","return":-18.127959110970572,"dd":29.208299030155327,"n":30,"win":40,"W":1.9509161605610281,"L":2.3406679222055544,"K":0},{"period":"train","cost":"base","return":-8.879915614136602,"dd":39.823020909845766,"n":207,"win":53.14009661835749,"W":1.7047714807843874,"L":1.9708080068552891,"K":0},{"period":"holdout","cost":"base","return":-45.07421960433745,"dd":48.48517810909432,"n":216,"win":48.148148148148145,"W":1.7006008147144807,"L":2.068430530098789,"K":0},{"period":"recent","cost":"base","return":-22.895815984073188,"dd":31.403482152596617,"n":30,"win":40,"W":1.7472180772477492,"L":2.535791414088366,"K":0},{"period":"train","cost":"stress","return":-51.03150371008547,"dd":58.87860903093265,"n":207,"win":48.792270531400966,"W":1.5377661837855563,"L":2.084472033867475,"K":0},{"period":"holdout","cost":"stress","return":-71.2688559611813,"dd":72.43363203647814,"n":216,"win":46.2962962962963,"W":1.4554054408074064,"L":2.2834580153434705,"K":0},{"period":"recent","cost":"stress","return":-29.53209281167666,"dd":34.70803954035231,"n":30,"win":40,"W":1.4424332954039907,"L":2.8277463993232512,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":86.36513181881706,"dd":27.740808246048942,"n":191,"win":56.02094240837696,"W":2.4800246783185784,"L":2.351717466410113,"K":0.03579299239578107},{"period":"holdout","cost":"zero","return":107.90924126859669,"dd":18.944399326719196,"n":192,"win":52.604166666666664,"W":2.804524571159137,"L":2.18753792567008,"K":0.039088171554589754},{"period":"recent","cost":"zero","return":-5.583647690517268,"dd":22.61710442039382,"n":28,"win":46.42857142857143,"W":2.5234807689980228,"L":2.4743114210848143,"K":0},{"period":"train","cost":"base","return":27.19327650733161,"dd":40.721617175904576,"n":191,"win":49.73821989528796,"W":2.576847049542439,"L":2.19359779879941,"K":0.01737943176372299},{"period":"holdout","cost":"base","return":41.61351369746931,"dd":24.575618434527424,"n":192,"win":47.91666666666667,"W":2.8651786412410325,"L":2.179352471289304,"K":0.020750773038634998},{"period":"recent","cost":"base","return":-10.72564423998158,"dd":24.452185017037387,"n":28,"win":46.42857142857143,"W":2.3186387007388305,"L":2.669167893056532,"K":0},{"period":"train","cost":"stress","return":-28.284508150767884,"dd":59.872464584277616,"n":191,"win":46.07329842931937,"W":2.461880667607956,"L":2.327642186371886,"K":0},{"period":"holdout","cost":"stress","return":-20.39311338117049,"dd":42.78748157831549,"n":192,"win":44.79166666666667,"W":2.7435952554610212,"L":2.33904310821243,"K":0},{"period":"recent","cost":"stress","return":-17.918379012512087,"dd":27.12353817405484,"n":28,"win":42.857142857142854,"W":2.191219379083653,"L":2.7842271167578376,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":59.97368759152757,"dd":29.81022345137012,"n":220,"win":54.090909090909086,"W":1.7187416587001598,"L":1.5368362571746057,"K":0.03260167584674045},{"period":"holdout","cost":"zero","return":-15.95680931627732,"dd":30.42212413623958,"n":226,"win":49.11504424778761,"W":1.5923488121080531,"L":1.65108363307683,"K":0},{"period":"recent","cost":"zero","return":-1.6930232625908315,"dd":21.405062441430356,"n":32,"win":56.25,"W":1.7961916036008188,"L":2.3405951273812953,"K":0},{"period":"train","cost":"base","return":3.02887744619893,"dd":40.43839177684758,"n":220,"win":52.27272727272727,"W":1.5713926352445222,"L":1.6417845747955488,"K":0.006018671614850382},{"period":"holdout","cost":"base","return":-46.51876718586996,"dd":48.81563640331201,"n":226,"win":47.34513274336283,"W":1.4457328197448056,"L":1.7894615435189238,"K":0},{"period":"recent","cost":"base","return":-7.78756482335824,"dd":23.278914502865767,"n":32,"win":56.25,"W":1.592802660184282,"L":2.5357187647082693,"K":0},{"period":"train","cost":"stress","return":-46.74944870532379,"dd":58.86441339507407,"n":220,"win":46.36363636363636,"W":1.4481089725030527,"L":1.739919385783308,"K":0},{"period":"holdout","cost":"stress","return":-72.85128766796774,"dd":73.68383990691979,"n":226,"win":42.47787610619469,"W":1.2897049481918736,"L":1.9199093149590576,"K":0},{"period":"recent","cost":"stress","return":-16.228334881628292,"dd":26.672707752038082,"n":32,"win":46.875,"W":1.5831585336542084,"L":2.3613038699220836,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":175.8283886899252,"dd":21.253678219967952,"n":220,"win":54.090909090909086,"W":2.1583565288578708,"L":1.4923836109597985,"K":0.05586830914695308},{"period":"holdout","cost":"zero","return":285.83272178559554,"dd":11.976007599474304,"n":226,"win":55.75221238938053,"W":2.3306972758157762,"L":1.4985730844569578,"K":0.0682553099418681},{"period":"recent","cost":"zero","return":2.2025676070838163,"dd":22.562052132229226,"n":32,"win":59.375,"W":1.993935624917742,"L":2.625033707451924,"K":0.014729579552927086},{"period":"train","cost":"base","return":77.64352177140124,"dd":27.742829922679224,"n":220,"win":52.27272727272727,"W":2.0253895548931333,"L":1.5999558210208566,"K":0.03642645921029544},{"period":"holdout","cost":"base","return":145.5262520764989,"dd":17.217858291954037,"n":226,"win":52.654867256637175,"W":2.2567692537887605,"L":1.5905342099277493,"K":0.04821697224045533},{"period":"recent","cost":"base","return":-4.133481130965555,"dd":24.019464822877623,"n":32,"win":56.25,"W":1.8910324952038555,"L":2.6200258713014093,"K":0},{"period":"train","cost":"stress","return":-8.184814755506997,"dd":46.44350516270843,"n":220,"win":45.45454545454545,"W":2.0014746999457493,"L":1.67765606878144,"K":0},{"period":"holdout","cost":"stress","return":24.636647976180946,"dd":28.05473168185515,"n":226,"win":44.24778761061947,"W":2.3541994646543047,"L":1.627339278469829,"K":0.014272742203898361},{"period":"recent","cost":"stress","return":-12.908731893080672,"dd":26.182379835333446,"n":32,"win":40.625,"W":2.2703230588051753,"L":2.1965102483356693,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":36.46621444966183,"dd":36.52017439650815,"n":208,"win":54.807692307692314,"W":1.8833406823410361,"L":1.8921461979628689,"K":0.023510222575773426},{"period":"holdout","cost":"zero","return":-34.14788463255884,"dd":36.2648688269676,"n":218,"win":47.24770642201835,"W":1.8337631445070866,"L":1.9782590369987232,"K":0},{"period":"recent","cost":"zero","return":-10.839267664442719,"dd":28.36439069683374,"n":29,"win":48.275862068965516,"W":1.986430403359285,"L":2.535250879632849,"K":0},{"period":"train","cost":"base","return":-9.975933860697205,"dd":47.66720306803334,"n":208,"win":53.36538461538461,"W":1.726186499707914,"L":2.0247385776887263,"K":0},{"period":"holdout","cost":"base","return":-57.41885646018016,"dd":58.179469585029196,"n":218,"win":45.412844036697244,"W":1.6992787269588354,"L":2.0870230114370956,"K":0},{"period":"recent","cost":"base","return":-15.86348002478426,"dd":30.724432402043377,"n":29,"win":48.275862068965516,"W":1.7826613625356709,"L":2.729985594475038,"K":0},{"period":"train","cost":"stress","return":-51.765431918014414,"dd":64.64753060418012,"n":208,"win":48.07692307692308,"W":1.588386044288932,"L":2.091886945370463,"K":0},{"period":"holdout","cost":"stress","return":-77.8594588123534,"dd":78.2222651584462,"n":218,"win":43.57798165137615,"W":1.4573659263599839,"L":2.3060081129224757,"K":0},{"period":"recent","cost":"stress","return":-22.87399097490309,"dd":34.11950123017583,"n":29,"win":48.275862068965516,"W":1.4777704099859235,"L":3.021358869152878,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":48.77545160177237,"dd":39.29767978388606,"n":193,"win":55.44041450777202,"W":2.3119261469649968,"L":2.3584674745007703,"K":0.024959502781631282},{"period":"holdout","cost":"zero","return":44.398438556889985,"dd":29.820176916222042,"n":195,"win":49.23076923076923,"W":2.7030711903185742,"L":2.165110420324871,"K":0.021413867582827206},{"period":"recent","cost":"zero","return":-6.05867915929772,"dd":34.34440185422142,"n":28,"win":46.42857142857143,"W":2.7283458203282254,"L":2.650244807428019,"K":0},{"period":"train","cost":"base","return":1.1331636905506315,"dd":53.66109453097343,"n":193,"win":49.22279792746114,"W":2.3864554051386575,"L":2.205186670975646,"K":0.005756238895566784},{"period":"holdout","cost":"base","return":-2.234047685646634,"dd":41.904799998744394,"n":195,"win":45.64102564102564,"W":2.7000293178619894,"L":2.189095838778625,"K":0.003921348863267934},{"period":"recent","cost":"base","return":-11.174805082396999,"dd":36.284818186261184,"n":28,"win":46.42857142857143,"W":2.52309443138937,"L":2.844749764230093,"K":0},{"period":"train","cost":"stress","return":-43.31911166140715,"dd":69.1738223034061,"n":193,"win":46.1139896373057,"W":2.2274626053311497,"L":2.360426031140123,"K":0},{"period":"holdout","cost":"stress","return":-45.53407063968488,"dd":59.10194814382071,"n":195,"win":42.05128205128205,"W":2.6081904380607863,"L":2.336728704098118,"K":0},{"period":"recent","cost":"stress","return":-18.331351469335743,"dd":39.08845142832404,"n":28,"win":42.857142857142854,"W":2.412049600730154,"L":2.9483420361046155,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":57.561133899861574,"dd":29.861548652970704,"n":222,"win":56.30630630630631,"W":1.6227748745722292,"L":1.5904928974286408,"K":0.033704535999435015},{"period":"holdout","cost":"zero","return":-22.208872138807433,"dd":29.493413423926707,"n":229,"win":50.21834061135371,"W":1.5474508185655607,"L":1.743316424035256,"K":0},{"period":"recent","cost":"zero","return":0.9659536928172452,"dd":18.154360502988364,"n":31,"win":64.51612903225806,"W":1.719362710101032,"L":2.9236998316555805,"K":0.01044346088387832},{"period":"train","cost":"base","return":1.0700153235180254,"dd":43.334201201894196,"n":222,"win":54.5045045045045,"W":1.4688874027739587,"L":1.7032840265695304,"K":0.004372747185910436},{"period":"holdout","cost":"base","return":-50.79342027812728,"dd":51.7729925500063,"n":229,"win":48.90829694323144,"W":1.3838047004279765,"L":1.8929920346574185,"K":0},{"period":"recent","cost":"base","return":-5.103828465875903,"dd":21.008912862460438,"n":31,"win":61.29032258064516,"W":1.596183035514082,"L":2.8582645775160604,"K":0},{"period":"train","cost":"stress","return":-48.07437884687624,"dd":62.02121675364932,"n":222,"win":46.3963963963964,"W":1.3957741419407173,"L":1.7191466306731444,"K":0},{"period":"holdout","cost":"stress","return":-75.24503322924035,"dd":75.70137267541043,"n":229,"win":42.79475982532751,"W":1.2530391011615423,"L":1.967097428317588,"K":0},{"period":"recent","cost":"stress","return":-13.531239367945059,"dd":25.105143855603927,"n":31,"win":54.83870967741935,"W":1.4699061999476264,"L":2.7310203973278426,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. PriorATR14stop1ATR/target1.5ATR/half+1RthenBE,adversesamebarordering. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

Frozen strategy926/notes920,not optimized. This record groups 9 cells across training2016-2020,heldout2021-2025,recent2026throughSep4;zero/base/stresscosts. Figures report baselineholdout only; fullrows:[{"period":"train","cost":"zero","return":157.2376751549046,"dd":21.85065904086422,"n":222,"win":56.75675675675676,"W":1.9509019905451188,"L":1.5220071509609814,"K":0.057550743840970336},{"period":"holdout","cost":"zero","return":218.1310155544387,"dd":14.85950485915012,"n":229,"win":56.33187772925764,"W":2.141249846591393,"L":1.5274802362260107,"K":0.06295205450936715},{"period":"recent","cost":"zero","return":-5.965511546571456,"dd":27.559279495896583,"n":31,"win":61.29032258064516,"W":1.9611548390478195,"L":3.420650013447061,"K":0},{"period":"train","cost":"base","return":65.00906744055428,"dd":29.352425101313106,"n":222,"win":54.95495495495496,"W":1.806692781632022,"L":1.6375142481824891,"K":0.035319808686136545},{"period":"holdout","cost":"base","return":101.2329633118632,"dd":18.361352392195585,"n":229,"win":53.275109170305676,"W":2.0543943258078947,"L":1.618353599437685,"K":0.04116868692601096},{"period":"recent","cost":"base","return":-11.618593991104898,"dd":29.840685568307624,"n":31,"win":54.83870967741935,"W":1.965995686085745,"L":3.099573241386964,"K":0},{"period":"train","cost":"stress","return":-15.22512096864499,"dd":48.11617293381142,"n":222,"win":45.4954954954955,"W":1.8523504816501044,"L":1.6288624873899358,"K":0},{"period":"holdout","cost":"stress","return":1.2367725642259186,"dd":29.513550522847908,"n":229,"win":45.414847161572055,"W":2.078852519798742,"L":1.6604610498778587,"K":0.00453886126159006},{"period":"recent","cost":"stress","return":-19.467450404366314,"dd":33.21945413695785,"n":31,"win":48.38709677419355,"W":1.9115124587950023,"L":2.9938121403109634,"K":0}]. Liquid12countryETFweeklynegativeworstreturn,priorclose signal,nextopen,oneposition,skipoverlaps. Timeexitonly;notvenue-ready. Fractional model,fees/slippageexplicitvectorbt andindependentcashreconciliation. Chronologicalholdoutpreviouslyinspectedforotherstrategies;dailyOHLCandadjustmentsnot15min/cashdividendvalidation. Source https://runway.adityaperswal.workers.dev/data/stock-bars . All metrics separatelyrecordedQREV90804variant001..240observations; nofamilywinnerselection.

1. First order, conditional on effective new-aircraft restrictions: Bombardier US deliveries can fall, US buyers seek a mission-compatible slot, and available used aircraft gain scarcity value. GD gets negotiating opportunities but not immediate delivered revenue. GE Passport loses exposure if Global7500/8000 demand migrates to Rolls-powered Gulfstream; some other transfers stay within Rolls. Sources https://www.geaerospace.com/news/press-releases/ge-aerospace-shipping-500th-passport-engine ; https://www.rolls-royce.com/products-and-services/civil-aerospace/business-aviation ; https://www.sec.gov/Archives/edgar/data/40533/000004053326000032/gd-20260705.htm . 2. Second order: buyers extend existing ownership or charter, increasing maintenance demand but also waiting for engine/prebuy capacity. Incumbent owners and intermediaries can capture more immediately than an OEM with committed backlog. Bombardier itself retains possible service demand;674m services/2150m Q2 revenue is31.35%, so a blanket company loss estimate is unsound https://www.globenewswire.com/news-release/2026/07/30/3335861/0/en/Bombardier-Reports-Significant-Second-Quarter-Free-Cash-Flow-Growth-and-Strong-Profitability-as-Backlog-Lengthens.html . Parts restrictions could instead strand this fleet: policy scope changes the sign. 3. Third order: profitable premiums attract new production, dealer inventory and alternative sourcing, but supplier qualification and certification delay substitution. Retaliation and customer postponements may destroy volume rather than redistribute all of it. Textron risk factors explicitly describe certified-vendor lock-in https://www.sec.gov/Archives/edgar/data/217346/000021734626000006/txt-20260103.htm . Over time US manufacturing investments, exemptions or trade settlements can eliminate temporary rent. Independent operating crosscheck: IADA July27 H1 report746 closed transactions(+21%),118 dealer inventory purchases(+87%),67 price reductions(-11%);97% accredited dealers report activity. https://iada.aero/press-release/224/iada-reports-strong-start-to-2026-as-business-aircraft-market-stabilizes-at-elevated-levels . Buyer/seller index2.74 favors sellers. Dealer comments describe late-model premiums and engine/MRO constraints; a contrary respondent reports slower decisions and more realistic prices. Both can hold across aircraft quality, age and regions. Member activity is not the entire global market; sentiment respondent count unknown and commercial incentives favor positive framing. Multiple quoted dealers are one survey collection, not many independent datasets. Conclusion: earlier capture by available-asset owners is a plausible reframing, not a listed-stock edge. No public pure owner beneficiary with audited incremental margin and tested payoff was established. Under these missing links, no new FUND or trade. The strongest counterargument is a newly canceled Gulfstream slot or faster accepted output; either requires fresh evidence.