Notes

A data line shows the following information: it has 293 bars, the date is 2026-09-10 04:00:00+00:00, the close price is 16.57, the prior 20 price is 19.12, the simple moving average over 50 periods, or sma50, is 15.348300000000002, the average daily range over 20 periods, or ADR20, is 1.1268099999999999, the realized volatility over 20 periods, or RV20, is 84.34253864615381, and the signal is false. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=ALM&timeframe=1Day&feed=sip&adjustment=all

A data line shows the following information for QRVO R91102 on September 10, 2026: the number of bars is 1428, the date is September 10, 2026, at 04:00:00, the close price is 112.36, the prior 20-day price is 105.24, the 50-day simple moving average, or sma50, which is the average price over 50 days, is 93.0334, the average daily range over 20 days, or ADR20, is 3.0723750000000023, and the realized volatility over 20 days, or RV20, which measures price changes, is 31.632068789612923, with a signal of true. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=QRVO&timeframe=1Day&feed=sip&adjustment=all

A data line shows the following information for SWKS R91102: it has 1428 bars, the date is 2026-09-10 04:00:00+00:00, the close price is 84.03, the prior 20-day average is 76.54, the 50-day simple moving average, or sma50, which is a calculation of the average price over 50 days, is 65.52588, the average daily range over 20 days, or ADR20, which measures price movement, is 3.2829449999999993, the realized volatility over 20 days, or RV20, which measures price variability, is 45.02344007409571, and the signal, which indicates a decision to buy or sell, is true. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SWKS&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LPG R91102 40-day holdout fixed 3R: for a value of 0.002, the return was 45.74, the drawdown was 17.84, the win rate was 58.33, the sample size was 12, the mean percentage was 3.71, the average win percentage was 11.38, the average loss percentage was 7.03, the half Kelly was 0.16, the mean confidence interval was between -2.09 and 9.73, and the audit error was 7.77e-16. For a value of 0.005, the return was 35.62, the drawdown was 19.79, the win rate was 50, the sample size was 12, the mean percentage was 3.09, the average win percentage was 12.55, the average loss percentage was 6.37, the half Kelly was 0.12, the mean confidence interval was between -2.70 and 9.17, and the audit error was 2.78e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LPG R91102 40-day train fixed 3R: for a value of 0.002, the return was 35.41308918032699, the drawdown was 34.118740735124135, the win rate was 43.47826086956522, the sample size was 23, the mean percentage was 1.8474491962704767, the average win percentage was 12.457092377850358, the average loss percentage was 6.313814789560201, the half Kelly was 0.07415250446225233, the mean confidence interval was between -2.2377318901539147 and 6.345778633058252, and the audit error was 1.609823385706477e-15. For a value of 0.005, the return was 17.95795321012563, the drawdown was 36.448312470360975, the win rate was 43.47826086956522, the sample size was 23, the mean percentage was 1.2381861974593074, the average win percentage was 11.784361289537316, the average loss percentage was 6.874256181062237, the half Kelly was 0.052535142424673636, the mean confidence interval was between -2.895662337794558 and 5.574465451607093, and the audit error was 2.220446049250313e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all

A news scan found the following data: the LPG R91102 10-day holdout fixed 3R measurements are given for two values, 0.002 and 0.005. For 0.002, the return is 61.820645632941904, the drawdown is 26.87221384508558, the win rate is 58.82352941176471, the sample size is 17, the mean percentage is 3.4083114373504872, the average win percentage is 10.900188338225798, the average loss percentage is 7.2943698496142435, the half Kelly is 0.15634185995657995, the mean confidence interval is between -1.5888169062737365 and 8.52013915610573, and the audit error is 1.2212453270876722e-15. For 0.005, the return is 46.12863130691691, the drawdown is 28.176754862920117, the win rate is 52.94117647058824, the sample size is 17, the mean percentage is 2.7897111834854504, the average win percentage is 11.411944811523842, the average loss percentage is 6.910301648057741, the half Kelly is 0.12222768465671097, the mean confidence interval is between -2.022697379226285 and 7.942746062452152, and the audit error is 7.216449660063518e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LPG R91102 10-day train fixed 3R: for a value of 0.002, the return was 84.55523844841954, the drawdown was 32.72222471414712, the win rate was 50, the sample size was 32, the mean percentage was 2.4647396502737062, the average win percentage was 11.856249719555434, the average loss percentage was 6.9267704190080215, the half Kelly criterion was 0.10394263399363207, the mean confidence interval was between -1.1841772666406392 and 6.249077196468473, and the audit error was 1.9984014443252818e-15. For a value of 0.005, the return was 52.31432572453944, the drawdown was 35.29432794812912, the win rate was 50, the sample size was 32, the mean percentage was 1.8517839499161446, the average win percentage was 11.187112940208358, the average loss percentage was 7.483545040376069, the half Kelly criterion was 0.08276415728585895, the mean confidence interval was between -1.7921392035418993 and 5.614440529119093, and the audit error was 3.6637359812630166e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all

A news scan found the following data line: {"0.002":{"return":47.449725642820454,"drawdown":23.096535548827003,"win_rate":53.333333333333336,"sample":15,"mean_pct":3.1464916759042922,"avg_win_pct":12.073742388540126,"avg_loss_pct":7.05608056710809,"halfKelly":0.13030308145761024,"mean_CI":["-1.9963579027777727","8.429148011474291"],"audit_error":1.2212453270876722e-15},"0.005":{"return":34.758744854335895,"drawdown":26.259632179330307,"win_rate":46.666666666666664,"sample":15,"mean_pct":2.529457657563713,"avg_win_pct":13.080890197868406,"avg_loss_pct":6.703045815202893,"halfKelly":0.09668522628436635,"mean_CI":["-2.7071732459681876","7.835761756562054"],"audit_error":2.7755575615628914e-16}} https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LPG R91102 20-day train fixed 3R: for a value of 0.002, the return was 48.98218086253797, the drawdown was 30.756124922674523, the win rate was 50, the sample size was 28, the mean percentage was 1.9445669994768977, the average win percentage was 10.802684841082453, the average loss percentage was 6.913550842128656, the half Kelly was 0.09000387533670048, the mean confidence interval was between -1.797994569117194 and 5.872087056275232, and the audit error was 1.887379141862766e-15. For a value of 0.005, the return was 25.94238282900291, the drawdown was 33.604176951320575, the win rate was 50, the sample size was 28, the mean percentage was 1.3347230309459528, the average win percentage was 10.139850606397669, the average loss percentage was 7.4704045445057625, the half Kelly was 0.06581571478498013, the mean confidence interval was between -2.402907839507544 and 5.286070581906343, and the audit error was 3.3306690738754696e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LPG&timeframe=1Day&feed=sip&adjustment=all

A news scan found the following data line: {"0.002":{"return":7.099356538923421,"drawdown":58.99910833807612,"win_rate":38.46153846153847,"sample":13,"mean_pct":2.5975419966670446,"avg_win_pct":29.073778011397618,"avg_loss_pct":13.950105512539562,"halfKelly":0.044671559293889274,"mean_CI":["-8.057201577512856","14.055666626212338"],"audit_error":6.38378239159465e-16},"0.005":{"return":-0.9370055473130742,"drawdown":60.09175424136757,"win_rate":38.46153846153847,"sample":13,"mean_pct":1.9837918576028568,"avg_win_pct":28.301644023951706,"avg_loss_pct":14.464865746365174,"halfKelly":0.03504729011367627,"mean_CI":["-8.608800462304151","13.510016999127"],"audit_error":4.40619762898109e-16}} https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LEU&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LEU R91102 40-day train fixed 3R: for 0.002, the return was 84.22525873303329, the drawdown was 45.185555649833894, the win rate was 41.66666666666667, the sample was 24, the mean percentage was 4.556577343080512, the average win percentage was 27.55517484860987, the average loss percentage was 11.870992303726176, the half Kelly was 0.08268097314052039, the mean confidence interval was between -3.386303732377416 and 13.087809577449915, and the audit error was 1.9984014443252818e-15. For 0.005, the return was 59.518095797079475, the drawdown was 48.68655086247073, the win rate was 41.66666666666667, the sample was 24, the mean percentage was 3.93110803226139, the average win percentage was 26.792125317615906, the average loss percentage was 12.398190028706116, the half Kelly was 0.0733631241579159, the mean confidence interval was between -4.170999154345167 and 12.313842892147077, and the audit error was 1.5543122344752192e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LEU&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LEU R91102 10-day holdout fixed 3R: for a value of 0.002, the return was 31.628178896009484, the drawdown was 54.45348342615929, the win rate was 38.88888888888889, the sample size was 18, the mean percentage was 4.050914140657064, the average win percentage was 32.0526150907661, the average loss percentage was 13.768350100321413, the half Kelly was 0.06319163240168937, the mean confidence interval was between -6.493312861647094 and 15.524288381515813, and the audit error was 6.661338147750939e-16. For a value of 0.005, the return was 18.15291995549327, the drawdown was 56.32684549292739, the win rate was 38.88888888888889, the sample size was 18, the mean percentage was 3.4284697644978483, the average win percentage was 31.26266136187092, the average loss percentage was 14.284197615648653, the half Kelly was 0.05483329977593229, the mean confidence interval was between -6.953188014745125 and 15.085256805181348, and the audit error was 3.0531133177191805e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LEU&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LEU R91102 10-day train fixed 3R: for a value of 0.002, the return was -32.730222357352964, the drawdown was 60.44616096863579, the win rate was 30.555555555555557, the sample size was 36, the mean percentage was 0.6565110663309729, the average win percentage was 28.653679244701998, the average loss percentage was 11.662242932152278, the half Kelly was 0.011455964532937957, the mean confidence interval was between -5.542851016379585 and 7.3885538679927585, and the audit error was 1.7763568394002505e-15. For a value of 0.005, the return was -45.79851760453014, the drawdown was 65.12880538263752, the win rate was 30.555555555555557, the sample size was 36, the mean percentage was 0.05437239456158717, the average win percentage was 27.88405833575156, the average loss percentage was 12.190689419562002, the half Kelly was 0.0009749727587514412, the mean confidence interval was between -6.15317486302396 and 6.783506422814025, and the audit error was 1.0547118733938987e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LEU&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LEU R91102 20-day holdout fixed 3R: for a value of 0.002, the return was 45.82850766401884, the drawdown was 48.58729767793049, the win rate was 41.17647058823529, the sample size was 17, the mean percentage was 4.663571674851747, the average win percentage was 30.612528917609488, the average loss percentage was 13.500698395078672, the half Kelly was 0.07617096397692716, the mean confidence interval was between -5.943663171083786 and 16.558093644838177, and the audit error was 7.771561172376096e-16. For a value of 0.005, the return was 31.687277276165442, the drawdown was 50.40525895399082, the win rate was 41.17647058823529, the sample size was 17, the mean percentage was 4.03746231179818, the average win percentage was 29.831189947624104, the average loss percentage was 14.01814703327997, the half Kelly was 0.06767182802440871, the mean confidence interval was between -6.47534342275565 and 15.826866717041344, and the audit error was 2.7755575615628914e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LEU&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for LEU R91102 20-day train fixed 3R: for a value of 0.002, the return was -22.450522399414933, the drawdown was 70.165825726724, the win rate was 32.25806451612903, the sample size was 31, the mean percentage was 0.9021694210642479, the average win percentage was 27.237723776665767, the average loss percentage was 11.638570748269805, the half Kelly was 0.01656102816192606, the mean confidence interval was between -5.687160265394013 and 8.008654295423359, and the audit error was 1.0269562977782698e-15. For a value of 0.005, the return was -35.612872134324064, the drawdown was 73.38026009859665, the win rate was 32.25806451612903, the sample size was 31, the mean percentage was 0.29856119313937013, the average win percentage was 26.476573274008736, the average loss percentage was 12.167158845369846, the half Kelly was 0.005638214395222746, the mean confidence interval was between -6.1613695764232785 and 7.39364034986425, and the audit error was 1.0547118733938987e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LEU&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for CCJ R91102 40-day holdout fixed 3R: for a value of 0.002, the return was 4.804533127032446, the drawdown was 39.15112913603516, the win rate was 33.33333333333333, the sample size was 12, the mean percentage was 1.2571601578210392, the average win percentage was 19.67347037866639, the average loss percentage was 7.950994952601636, the half Kelly was 0.03195064555525201, the mean confidence interval was between -5.740494896136102 and 9.436830881843045, and the audit error was 1.2698175844150228e-15. For a value of 0.005, the return was -2.476235187961647, the drawdown was 42.17726138023793, the win rate was 33.33333333333333, the sample size was 12, the mean percentage was 0.6514283350242872, the average win percentage was 18.957570098232896, the average loss percentage was 8.501642546580017, the half Kelly was 0.017181219208178167, the mean confidence interval was between -6.285828672869169 and 9.034199462427944, and the audit error was 5.204170427930421e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CCJ&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for CCJ R91102 40-day train fixed 3R: for a value of 0.002, the return was -35.49163058636861, the drawdown was 42.76241924463806, the win rate was 35.714285714285715, the sample size was 28, the mean percentage was -1.2078327027569808, the average win percentage was 8.755009568458131, the average loss percentage was 6.742745075654266, the half Kelly was 0, the mean confidence interval was between -4.217173729749835 and 2.0771556315649495, and the audit error was 1.7208456881689926e-15. For a value of 0.005, the return was -45.46772164744709, the drawdown was 50.43877287555827, the win rate was 35.714285714285715, the sample size was 28, the mean percentage was -1.7988186585326562, the average win percentage was 8.10442475962581, the average loss percentage was 7.300620557509581, the half Kelly was 0, the mean confidence interval was between -4.824583605590301 and 1.4365101314563375, and the audit error was 1.942890293094024e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CCJ&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for CCJ R91102 10-day holdout fixed 3R: for a value of 0.002, the return was 43.48180088706437, the drawdown was 27.239289364915898, the win rate was 60, the sample size was 15, the mean percentage was 3.0416587231561176, the average win percentage was 10.882846818819605, the average loss percentage was 8.720123420339112, the half Kelly criterion was 0.13974554515902063, the mean confidence interval was between -2.4079497826663316 and 8.811112523737114, and the audit error was 7.216449660063518e-16. For a value of 0.005, the return was 31.132338922205328, the drawdown was 28.964780138480627, the win rate was 53.333333333333336, the sample size was 15, the mean percentage was 2.4252518274353974, the average win percentage was 11.53317770050856, the average loss percentage was 7.983806313219645, the half Kelly criterion was 0.10514239398775824, the mean confidence interval was between -3.1821250322646044 and 8.218044692505945, and the audit error was 1.9984014443252818e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CCJ&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for a 10-day train of CCJ R91102 with fixed 3R: two sets of results for different parameters, 0.002 and 0.005, with the following values: for 0.002, return was 31.784541113464748, drawdown was 39.74086743887059, win rate was 48.57142857142857, sample size was 35, mean percentage was 1.3489147688237189, average win percentage was 11.231905265081808, average loss percentage was 7.985020699864477, half Kelly was 0.060048350524166155, mean confidence interval was between -2.1646876869985463 and 4.986929981563443, and audit error was 2.1094237467877974e-15, and for 0.005, return was 6.822181259406735, drawdown was 41.63149367383112, win rate was 48.57142857142857, sample size was 35, mean percentage was 0.7426340595315744, average win percentage was 10.56650338511244, average loss percentage was 8.535464747961468, half Kelly was 0.03514095592766764, mean confidence interval was between -2.7490312618426276 and 4.391911456878724, and audit error was 2.55351295663786e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CCJ&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for CCJ R91102 20-day holdout fixed 3R: for a value of 0.002, the return was 12.468103243547358, the drawdown was 34.29585100343176, the win rate was 50, the sample size was 14, the mean percentage was 1.4793188212263029, the average win percentage was 11.35633587884964, the average loss percentage was 8.397698236397034, the half Kelly was 0.06513187162689632, the mean confidence interval was between -4.199546571101254 and 7.872233965999197, and the audit error was 3.3306690738754696e-16. For a value of 0.005, the return was 3.4065765140167055, the drawdown was 36.61916009160202, the win rate was 42.857142857142854, the sample size was 14, the mean percentage was 0.8722580200943384, the average win percentage was 12.520158612513601, the average loss percentage was 7.863667424220109, the half Kelly was 0.03483414416262015, the mean confidence interval was between -4.896843357481616 and 7.224334896217231, and the audit error was 4.0245584642661925e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CCJ&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for CCJ R91102 20-day train fixed 3R: for a value of 0.002, the return was 10.354822660891278, the drawdown was 33.351956929804494, the win rate was 48.38709677419355, the sample size was 31, the mean percentage was 0.8246219319044117, the average win percentage was 9.976713199314844, the average loss percentage was 7.755463631292869, the half Kelly was 0.04132733473590497, the mean confidence interval was between -2.659552818498538 and 4.6470283105007555, and the audit error was 2.1649348980190553e-15. For a value of 0.005, the return was -8.375526217507431, the drawdown was 34.73630481617087, the win rate was 48.38709677419355, the sample size was 31, the mean percentage was 0.2214776018598308, the average win percentage was 9.318820020722956, the average loss percentage was 8.30728091582435, the half Kelly was 0.011883350111243418, the mean confidence interval was between -3.2755301956001857 and 4.0216055282798235, and the audit error was 1.8596235662471372e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CCJ&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for VIST R91102 40-day holdout fixed 3R: for a value of 0.002, the return was 3.412928260352073, the drawdown was 26.91801276482214, the win rate was 50, the sample size was 12, the mean percentage was 0.8355275722900254, the average win percentage was 9.724081746601502, the average loss percentage was 8.05302660202145, the half Kelly criterion, a betting strategy, was 0.04296177233300391, the mean confidence interval was between -4.81375550858673 and 7.538039150358164, and the audit error was 6.938893903907228e-17. For a value of 0.005, the return was -3.7711652990946645, the drawdown was 28.22173676668355, the win rate was 50, the sample size was 12, the mean percentage was 0.23231800346707374, the average win percentage was 9.067699838028531, the average loss percentage was 8.603063831094383, the half Kelly criterion was 0.012810194846369333, the mean confidence interval was between -5.541911140498394 and 6.59167510428121, and the audit error was 3.885780586188048e-16. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=VIST&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for VIST R91102 40-day train fixed 3R: for a value of 0.002, the return was -5.741114353541998, the drawdown was 43.17225820652243, the win rate was 34.375, the sample size was 32, the mean percentage was 0.5381325854254125, the average win percentage was 15.858143134692607, the average loss percentage was 7.486634845143119, the half Kelly was 0.016967074292832812, the mean confidence interval was between -3.602998488781613 and 5.060242860496428, and the audit error was 7.7021722333370235e-16. For a value of 0.005, the return was -22.20768843253777, the drawdown was 47.907916596775515, the win rate was 34.375, the sample size was 32, the mean percentage was -0.06329793283752043, the average win percentage was 15.16506657479855, the average loss percentage was 8.040060293980224, the half Kelly was 0, the mean confidence interval was between -4.1530161517832465 and 4.4476082239531065, and the audit error was 1.1657341758564144e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=VIST&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for VIST R91102 10-day holdout fixed 3R: for a value of 0.002, the return was 27.784986372865262, the drawdown was 28.473635160356757, the win rate was 53.333333333333336, the sample size was 15, the mean percentage was 2.282133898210352, the average win percentage was 11.534802252894224, the average loss percentage was 8.29234422142836, the half Kelly was 0.09892384143983637, the mean confidence interval was between -3.3600814195099535 and 8.376395017305448, and the audit error was 1.7763568394002505e-15. For a value of 0.005, the return was 16.786547413113002, the drawdown was 29.326833203296122, the win rate was 53.333333333333336, the sample size was 15, the mean percentage was 1.6702705661838637, the average win percentage was 10.867588408770803, the average loss percentage was 8.840949825344067, the half Kelly was 0.07684642182601681, the mean confidence interval was between -3.915330984143213 and 7.707441715155332, and the audit error was 1.3600232051658168e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=VIST&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following measurements for VIST R91102 10-day train fixed 3R: for a value of 0.002, the return was 46.97793908890315, the drawdown was 33.97598295133864, the win rate was 47.5, the sample size was 40, the mean percentage was 1.659920233861981, the average win percentage was 12.47302759821709, the average loss percentage was 8.123367381506927, the half Kelly was 0.06654038968450815, the mean confidence interval was between -2.0168950135027357 and 5.6316958229065, and the audit error was 7.216449660063518e-16. For a value of 0.005, the return was 15.616581119456932, the drawdown was 37.44677036095517, the win rate was 47.5, the sample size was 40, the mean percentage was 1.0517790545848626, the average win percentage was 11.800201183607488, the average loss percentage was 8.672983824054656, the half Kelly was 0.04456614926387714, the mean confidence interval was between -2.6228248422450964 and 4.873433296394156, and the audit error was 2.525757381022231e-15. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=VIST&timeframe=1Day&feed=sip&adjustment=all