Notes

A news scan found the headline 'XRP/USD C91302 Donchian HIGH hourly L20 slip0.003 holdout'. This refers to a trading strategy for XRP, a cryptocurrency, against the US dollar. The strategy uses a Donchian channel, which is a type of technical analysis, with a 20-hour lookback period. The slip value is 0.003, and the period is holdout, meaning it is being tested on unseen data. The return percentage is 0.8080257635114378, and the drawdown percentage is 28.862848608459224. The win rate percentage is 25, based on 4 trades. The average win percentage is 20.025662485356538, and the average loss percentage is -5.630539500981421. The half Kelly criterion, a measure of bet size, is 0.34743870539390964. The returns percentage for individual trades are -3.4530903829858723, -5.195032877544849, -8.243495242413543, and 20.025662485356538. The entry strategy is based on the prior high, and the exit strategy is based on the prior low. The next trade will be based on the exact open price. A 25 basis point taker fee is credited to the equivalent coin buy, with a ratio of 0.0025 to 0.9975. The strategy does not fill missing indicator bars and only uses daily 24-hour data. The training data is from 2024 to 2025, and the holdout period is 2026. There is no hype or overfitting in 2026, and no 3R or 15-minute management is used. The sensitivity is not selected, and the return includes the open mark. The win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH hourly L20 slip 0.003 train. The symbol is XRP, which is a type of cryptocurrency. The time frame, or tf, is hourly, meaning the data is based on one-hour periods. The lookback period is 20, which refers to the number of past hours used to make decisions. The slip, or the amount of price movement allowed before making a decision, is 0.003. The period is train, which is short for training, meaning the data is used to teach a computer program. The return percentage is 102.62421082770736, which means the investment gained that percentage. The drawdown percentage is 56.939091946251075, which means the investment lost that percentage at some point. The win rate percentage is 40, which means 40 percent of the trades were successful. There were 10 trades in total, and 0 trades are currently open. The mean trade percentage is 19.98358388486628, which means the average trade gained that percentage. The average win percentage is 67.20920519098516, and the average loss percentage is -11.500163652546298. The half Kelly, a measure of risk, is 1.2927382590457113. The returns percentage for each trade is as follows: 2.291641889738022, -13.955348186247713, -6.333207906982967, 242.8509652967219, 0.5272599249124164, -28.858976730768365, -6.941799063987153, -4.619466226123625, 23.166953652568285, -8.292183801167978. The entry decision is based on the prior high, and the exit decision is based on the prior low. The next exact open is used, and 25 basis points are credited to the taker, which is the person making the trade, with a coin buy equivalent of 0.0025/0.9975. There are no missing indicator bars, and only daily 24-hour periods are used. The training period is from 2024 to 2025, and the reset period is 2026, which is a known holdout period. HYPE 2026 only means no training or validation is done outside of this period. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'XRP/USD C91302 Donchian HIGH hourly L20 slip0.001 holdout'. This refers to a trading strategy for XRP, a cryptocurrency, versus the US dollar. The strategy uses a Donchian channel, which is a type of technical indicator, with a 20-hour lookback period. The slip value is 0.001, and the period is holdout, meaning it is being tested on unseen data. The return percentage is 2.4339%, and the drawdown percentage, which is the maximum loss, is 28.004%. The win rate percentage, which is the percentage of winning trades, is 25%. There were 4 trades in total, with an average trade return of 1.1885%. The average win was 20.5077%, and the average loss was -5.2513%. The half Kelly criterion, a measure of optimal bet size, is 0.5518. The returns percentage for each trade were -3.0651%, -4.814%, -7.8747%, and 20.5077%. The entry strategy was to buy before a prior high, and exit before a prior low. The next trade will be at the exact open price. A 25 basis point taker fee was credited, equivalent to 0.0025/0.9975. The strategy does not fill missing indicator bars and only uses daily 24-hour data. The training data is from 2024-25, and the holdout period is 2026. There is no hype or overfitting in 2026, and no 3R or 15-minute management was used. The return includes open marks, and the win rate is calculated on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the following data line for XRP/USD: the symbol is XRP, the time frame is hourly, and the lookback period is 20. This is a training period with a slip of 0.001. The return percentage is 110.89349829678183, the drawdown percentage is 56.0692000934395, and the win rate percentage is 40. There were 10 trades, with a mean trade percentage of 20.465485976561087. The average win percentage is 67.8803888989819 and the average loss percentage is -11.144449305052797. The half Kelly criterion is 1.3526615072424921. The returns percentages are 2.7026341811222827, -13.609474287307494, -5.956784255771849, 244.22612611128608, 0.9311805238374111, -28.572836993532086, -6.567814663222689, -4.236173850133362, 23.661614779681848, and -7.923611780349289. The entry is prior high, the exit is prior low, and the next open is exact. A 25 basis point taker is credited, with a coin buy equivalent of 0.0025/0.9975. There are no fill missing indicator bars, and only daily 24 hours are considered. The training period is from 2024 to 2025, with a reset in 2026, and a known holdout. HYPE 2026 only has no training or valid out of sample data. There is no 3R or 15 minute management, and sensitivity is not selected. The return includes open mark, and the win rate is closed only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'XRP/USD C91302 Donchian HIGH hourly L15 slip0.003 holdout'. This refers to a trading strategy for the XRP/USD currency pair. The strategy uses a Donchian channel, which is a type of technical indicator, with a 15-hour lookback period and a slip of 0.003. The period being analyzed is called the holdout period, which is a time when the strategy is tested without being trained. The return percentage for this period was -6.637%, with a drawdown of 36.520%. The win rate was 40%, with 5 trades made and no open trades. The average trade return was -0.798%, with an average win of 10.119% and an average loss of -8.077%. The half Kelly criterion, a measure of risk, was -0.488. The returns for each trade were 0.212%, -5.195%, -8.243%, -10.791%, and 20.026%. The strategy enters a trade when the price is higher than the previous high, and exits when the price is lower than the previous low. The next trade will be made at the exact open price. A 25 basis point taker fee is credited to the equivalent of 0.0025 coins for every 0.9975 coins bought. The strategy does not fill missing indicator bars and only uses daily 24-hour data. The training data is from 2024-25, and the holdout period is in 2026. There is no training or validation outside of this period. The strategy does not use 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, but the win rate only includes closed trades. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH hourly L15 slip 0.003 train. The symbol is XRP, which is a type of cryptocurrency. The time frame is hourly, meaning the data is based on one-hour periods. The lookback period is 15, which refers to the number of past hours used to make decisions. The slip is 0.003, which is a small amount allowed for errors. The period is train, which means the data is used to train a model. The return percentage is 76.23711825028502, which means the investment gained that percentage. The drawdown percentage is 59.125844857735586, which means the investment lost that percentage at some point. The win rate percentage is 30.76923076923077, which means the investment was successful that percentage of the time. There were 13 trades, and the mean trade percentage is 15.818902196654305, which means the average gain per trade was that percentage. The average win percentage is 74.20975179993785, and the average loss percentage is -10.132586515916165. The half Kelly is 1.05187720963236, which is a measure of how much to invest. The returns percentage list shows the gain or loss for each trade: 2.291641889738022, -0.9039523603109001, -13.64938510767123, -5.152549777673964, 268.254224808176, 3.1261868492691027, -28.85897673076836, -6.94179906398717, -4.619466226123641, 23.166953652568303, -11.485318640011897, -5.263785809508736, -14.318044927189577. The entry was prior to the high of the last few days, and the exit was prior to the low of the last 10 days. The next open will be exact. A 25 basis point taker fee was credited to the coin buy equivalent, which is 0.0025/0.9975. There were no missing indicator bars, and only daily 24-hour data was used. The training data is from 2024-25, and the reset is in 2026, which is a known holdout period. There will be no hype in 2026, and no training or valid out-of-sample data. There is no 3R or 15-minute management, and sensitivity was not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'XRP/USD C91302 Donchian HIGH hourly L15 slip0.001 holdout'. This refers to a trading strategy for XRP, a cryptocurrency, where the symbol is XRP and the time frame is hourly. The lookback period, which is the amount of past data used to make decisions, is 15 hours. The slip, or the amount of price movement allowed before a trade is made, is 0.001. The period is holdout, meaning it is a test period. The return percentage is -4.7512145078806185, the drawdown percentage, which is the maximum loss from a peak, is 35.496385060922265, and the win rate percentage, which is the percentage of winning trades, is 40. There were 5 trades, with 0 open trades. The mean trade percentage, which is the average return per trade, is -0.3998435270927597. The average win percentage is 10.561118787904633 and the average loss percentage is -7.7071517370910225. The half Kelly, a measure of the optimal bet size, is -0.24561576413396313. The returns percentage for each trade is 0.6145043465456064, -4.814047388855496, -7.874728076484169, -10.4326797459334, and 20.50773322926366. The entry strategy is based on the prior high, and the exit strategy is based on the prior low. The next trade will be made at the exact open price. A 25 basis point taker fee is credited to the equivalent of 0.0025 coins for every 0.9975 coins bought. There are no missing indicator bars, and only daily 24-hour data is used. The training data is from 2024-25, and the reset and holdout period is 2026. The HYPE 2026 only has no training or out-of-sample data. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the following data line for XRP/USD: the symbol is XRP, the time frame is hourly, and the lookback period is 15. The slip is 0.001, and the period is for training. The return percentage is 85.64394712730797, the drawdown percentage is 57.71205289406662, and the win rate percentage is 30.76923076923077. There were 13 trades, with 0 open trades. The mean trade percentage is 16.28411212719746, the average win percentage is 74.90899389532031, and the average loss percentage is -9.771390880857142. The half Kelly criterion is 1.1123558364037296. The returns percentages are 2.7026341811222827, -0.5057681004139263, -13.302284900120531, -4.77139401552744, 269.73120260019175, 3.540524020285403, -28.57283699353208, -6.5678146632227, -4.23617385013337, 23.661614779681834, -11.129544793291291, -4.88307588450131, and -13.973624726971634. The entry is prior high, the exit is prior low, and the next open is exact. A 25 basis point taker is credited, with a coin buy equivalent of 0.0025/0.9975. There are no fill missing indicator bars, and only daily 24 hours are considered. The training period is from 2024 to 2025, with a reset in 2026, and a known holdout. HYPE 2026 only has no training or valid out-of-sample data. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes open mark, and the win rate is closed only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L30 slip 0.003 holdout. The symbol is XRP, which is a type of cryptocurrency, and it is being analyzed on a daily time frame, or daily chart, which shows price movements over a day. The lookback period is 30 days, which means the analysis is considering the past 30 days of price movements. The slip, or the amount of price movement allowed before a trade is triggered, is 0.003. The period being analyzed is called the holdout period, which is a time period used to test the performance of a trading strategy. The return percentage, or the percentage of profit or loss, is -10.429065289700816 percent, and the drawdown percentage, or the percentage of the largest peak to trough decline, is 16.382963738740443 percent. The win rate percentage, or the percentage of winning trades, is 0 percent. There was 1 trade, and it was an open trade, meaning it has not been closed yet. The mean trade percentage, or the average percentage of profit or loss per trade, is -16.42402379823606 percent. The average win percentage and average loss percentage are not applicable, as there were no winning trades. The half Kelly, a measure of the optimal bet size, is not applicable. The returns percentage, or the percentage of profit or loss, is -16.42402379823606 percent. The entry, or the point at which a trade is triggered, is based on the prior high price over a certain number of days, and the exit, or the point at which a trade is closed, is based on the prior low price over 10 days. The next trade will be based on the exact open price. A 25 basis point, or 0.25 percent, fee is credited to the buyer, and the equivalent of 0.0025 coins is bought, with 0.9975 coins remaining. The analysis does not include missing indicator bars, and only considers daily 24-hour periods. The training and reset period is from 2024 to 2025, and the holdout period is in 2026. The HYPE 2026 only means that there is no training or validation outside of the sample, or out of sample, in 2026. There is no 3R, or three-bar reversal, management, and 15-minute management is not selected. The return includes the open mark, and the win rate only considers closed trades. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L30 slip0.003 train. The symbol is XRP, which is a type of cryptocurrency. The time frame, or tf, is daily, meaning the data is based on daily market activity. The lookback period is 30 days, which is the amount of time used to analyze the data. The slip, or small loss, is 0.003. The period is train, which refers to the training or testing phase of the trading strategy. The return percentage is 215.45%, and the drawdown percentage, which is the maximum loss, is 33.16%. The win rate percentage, which is the percentage of successful trades, is 40%. There were 5 trades, and the mean trade percentage, which is the average return per trade, is 61.71%. The average win percentage is 177.83%, and the average loss percentage is -15.70%. The half Kelly, which is a measure of the optimal bet size, is 1.10. The returns percentage for each trade is -19.70%, -13.02%, 333.99%, -14.37%, and 21.66%. The entry strategy is based on the prior high, and the exit strategy is based on the prior low. The next exact open is used, and 25 basis points are credited to the taker, which is the buyer, with a coin buy equivalent of 0.0025/0.9975. There are no missing indicator bars, and only daily 24-hour data is used. The training period is from 2024 to 2025, and the reset period is 2026, which is a known holdout period. There is no hype in 2026, meaning no training or validation is done out of sample. No 3R or 15-minute management is used, and sensitivity is not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L30 slip0.001 holdout. The symbol is XRP, which is a type of cryptocurrency, and it was analyzed on a daily time frame, also known as the time period for each data point, with a lookback period of 30 days, meaning the analysis considered the past 30 days of data. The slip, or the amount of price movement allowed before a trade is triggered, was set at 0.001. This analysis was done during the holdout period, which is a time period used to test the performance of a trading strategy. The return percentage was -9.890382273339426, and the drawdown percentage, which is the maximum loss from a peak to a trough, was 16.047824309418502. The win rate percentage, which is the percentage of trades that were profitable, was 0. There was 1 trade, and 1 open trade, with a mean trade percentage of -16.088044420469664. The average win percentage was null, meaning there were no winning trades, and the average loss percentage was -16.088044420469664. The half Kelly, a formula used to determine the optimal bet size, was null. The returns percentage was -16.088044420469664. The entry, or the point at which a trade is triggered, was prior to the highest high in the last L days, and the exit, or the point at which a trade is closed, was prior to the lowest low in the last 10 days. The next trade will be at the exact open price. A 25 basis point taker fee, which is a fee charged for taking liquidity from an exchange, was credited to the equivalent of 0.0025 coins bought at a price of 0.9975. There were no missing indicator bars filled, and only daily 24-hour data was used. The training and reset period was from 2024 to 2025, and the known holdout period was in 2026. There was no hype in 2026, meaning no training or validation was done out of sample. There was no 3R or 15-minute management, and sensitivity was not selected. The return includes the open mark, and the win rate is calculated only for closed trades. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L30 slip0.001 train. The symbol is XRP, which is a type of cryptocurrency. The time frame, or tf, is daily, meaning the data is based on daily market activity. The lookback period is 30 days, which is the amount of time used to analyze the market. The slip, or small allowed difference, is 0.001. The period is train, which is short for training, a phase where a model learns from data. The return percentage is 221.82293145077443, and the drawdown percentage, which is the largest decline in value, is 32.75945488545909. The win rate percentage, which is the percentage of successful trades, is 40. There were 5 trades, and the mean trade percentage, which is the average return per trade, is 62.36025656940758. The average win percentage is 178.94051406741517, and the average loss percentage is -15.359915095930813. The half Kelly, a formula to determine the optimal bet size, is 1.1344370502012289. The returns percentage for each trade is -19.38118221337079, -12.672653340229687, 335.7351494342675, -14.025909734191963, and 22.145878700562776. The entry strategy is based on the prior high, and the exit strategy is based on the prior low. The next exact open is used, and 25 basis points, or 0.25, of the taker fee is credited to the coin buy equivalent, which is 0.0025 for the coin and 0.9975 for the rest. There are no filled missing indicator bars, and only daily 24-hour data is used. The training data is from 2024 to 2025, and the reset data is from 2026, which is a known holdout period. There is no hype in 2026, meaning no training or validation is done out of sample. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'XRP/USD C91302 Donchian HIGH daily L20 slip0.003 holdout'. This refers to a trading strategy for the XRP/USD currency pair. The strategy uses a Donchian channel, which is a type of technical indicator, to determine when to buy or sell. The report shows the results of this strategy on a daily time frame, looking back 20 days, with a slip of 0.003, during the holdout period. The return percentage was -0.8281690707049877, the drawdown percentage was 27.886755175302014, and the win rate percentage was 0. The strategy had 3 trades, with 1 still open, and the mean trade percentage was -6.919840637922209. The returns percentage for each trade was -5.925476748928413, -6.090932597924715, and -8.743112566913497. The strategy enters a trade prior to a high point in the last 20 days and exits prior to a low point in the last 10 days, with the next trade occurring at the exact open price. The report also notes that 25 basis points were credited to the taker, which is a type of trading fee, and that the equivalent of 0.0025 coins were bought, with 0.9975 coins remaining. The report only includes daily 24-hour data and does not fill in missing indicator bars. The training and reset period for the strategy is from 2024 to 2025, and the holdout period is in 2026. The report also notes that there is no 3R or 15-minute management, and sensitivity was not selected. The return includes the open mark, and the win rate only includes closed trades. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L20 slip 0.003 train. The symbol is XRP, which is a type of cryptocurrency, and the time frame is daily, meaning the data is based on daily market activity. The lookback period is 20 days, which is the amount of time used to analyze the market, and the slip is 0.003, a small amount used to adjust the trading strategy. The period is train, which refers to the training phase of the trading model. The return percentage is 187.43%, the drawdown percentage is 50.37%, and the win rate percentage is 33.33%. There were 6 trades, with 0 open trades, and the mean trade percentage is 50.17%. The average win percentage is 177.83%, and the average loss percentage is -13.65%. The half Kelly percentage is 1.03%. The returns percentage is a list of numbers showing the performance of each trade: -1.42%, -13.02%, 333.99%, -25.81%, -14.37%, and 21.66%. The entry strategy is based on the prior high, and the exit strategy is based on the prior low. The next exact open is used, and 25 basis points are credited to the taker, which is the party that takes the other side of the trade, with a coin buy equivalent of 0.0025/0.9975. There are no missing indicator bars, and only daily 24-hour data is used. The training period is from 2024 to 2025, and the reset period is 2026, which is also the known holdout period. There is no hype in 2026, meaning no training or validation is done out of sample. No 3R or 15-minute management is used, and sensitivity is not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'XRP/USD C91302 Donchian HIGH daily L20 slip0.001 holdout'. This refers to a trading strategy for XRP, a cryptocurrency, where the symbol is XRP. The time frame is daily, meaning the strategy looks at daily price movements. The lookback period is 20 days, which is the number of days the strategy considers when making decisions. The slip value is 0.001, a measure of how much the price can move before the strategy takes action. The period is holdout, meaning this is a test of the strategy using real data. The return percentage is 0.5696047355528577, which means the strategy made this percentage of profit. The drawdown percentage is 27.16171050546946, which is the largest loss the strategy experienced. The win rate percentage is 0, meaning the strategy did not have any winning trades. The strategy had 3 trades, with 1 trade still open. The mean trade percentage is -6.545768227169492, which is the average loss per trade. The average win percentage and average loss percentage are not applicable and -6.545768227169492 respectively. The half Kelly criterion, a measure of how much to bet, is not applicable. The returns percentage for each trade is -5.54741889978663, -5.713537900471753, and -8.376347881250096. The strategy enters a trade prior to a high price in the last few days and exits prior to a low price in the last 10 days, with the next trade at the exact open price. The strategy uses a 25 basis point taker fee, which is a fee for taking a trade, and credits the equivalent of 0.0025 coins for every 0.9975 coins bought. The strategy does not fill missing indicator bars and only considers daily 24-hour periods. The training data is from 2024-25 and the holdout period is 2026. The HYPE 2026 only means no training or validation is done outside of this period. The strategy does not use 3R or 15-minute management and sensitivity is not selected. The return includes the open mark, which is the price at the start of the trade, and the win rate is calculated only for closed trades. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L20 slip 0.001 train. The symbol is XRP, which is a type of cryptocurrency. The time frame, or tf, is daily, meaning the data is based on daily market activity. The lookback period is 20 days, which is the amount of time used to analyze the data. The slip, or the amount of price movement allowed before a trade is made, is 0.001. The period is train, which refers to the training or testing phase of the trading strategy. The return percentage is 194.41259390769062, and the drawdown percentage, which is the maximum loss from peak to trough, is 49.8680936371577. The win rate percentage, which is the percentage of successful trades, is 33.33333333333333. There were 6 trades made, and the mean trade percentage, which is the average return per trade, is 50.775608409984166. The average win percentage is 178.94051406741514, and the average loss percentage is -13.306844418731325. The half Kelly, a formula used to determine the optimal bet size, is 1.0662066340421492. The returns percentage for each trade is -1.021113084482787, -12.672653340229683, 335.7351494342675, -25.507701516020877, -14.025909734191957, and 22.145878700562765. The entry strategy is based on the prior high, and the exit strategy is based on the prior low. The next exact open is used, and 25 basis points are credited to the taker, which is the buyer, with a coin buy equivalent of 0.0025/0.9975. There are no missing indicator bars, and only daily 24-hour data is used. The training and reset period is from 2024 to 2025, and the known holdout period is 2026. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L15 slip0.003 holdout. The symbol is XRP, which is a type of cryptocurrency, and it was analyzed on a daily time frame, also known as the time period used for analysis, which is daily in this case. The lookback period, which is the amount of time used to analyze data, was 15 days. The slip, which is a small allowed difference, was 0.003. This analysis was done during the holdout period, which is a time period used to test a strategy. The return percentage was 3.1525%, the drawdown percentage, which is the percentage of loss from the peak, was 27.8868%, and the win rate percentage, which is the percentage of successful trades, was 0%. There were 3 trades in total, and 1 of them was still open. The mean trade percentage, which is the average percentage of profit or loss per trade, was -5.6578%. The average win percentage was null, which means there were no winning trades, and the average loss percentage was -5.6578%. The half Kelly, which is a formula used to determine the optimal bet size, was null. The returns percentage for each trade were -2.1394%, -6.0909%, and -8.7431%. The strategy entered a trade prior to the highest high in the last L days, and exited prior to the lowest low in the last 10 days, with the next exact open. A 25 basis point taker, which is a fee for taking a trade, was credited, with a coin buy equivalent of 0.0025/0.9975. There were no missing indicator bars filled, and only daily 24-hour data was used. The training and reset period was from 2024 to 2025, and the holdout period was in 2026. The HYPE 2026 only had no training or valid out-of-sample data. There was no 3R or 15-minute management, and sensitivity was not selected. The return included the open mark, and the win rate was calculated only for closed trades. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD with the following details: the symbol is XRP, the time frame is daily, and the lookback period is 15 days with a slip of 0.003. The period is for training. The return percentage is 173.36013121152683, the drawdown percentage is 50.36711512364731, and the win rate percentage is 25. There were 8 trades, with 0 open trades. The mean trade percentage is 39.63770627759654, the average win percentage is 191.28609293236607, and the average loss percentage is -10.911755940659962. The half Kelly percentage is 0.9495120466543039. The returns percentages are -1.4172400728148156, -4.14241677549891, -10.54843037767063, 360.91491743053535, -25.806077359662726, -14.370121211201276, 21.657268434196787, and -9.186249847111409. The entry is prior high for 13 days, exit is prior low for 10 days, and the next exact open is considered. A 25 basis point taker is credited with a coin buy equivalent of 0.0025/0.9975. There are no fill missing indicator bars, and only daily 24 hours are considered. The training period is from 2024 to 2025, and the reset and known holdout period is 2026. There is no hype in 2026, no 3R or 15-minute management, and sensitivity is not selected. The return includes open mark, and the win rate is closed only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L15 slip0.001 holdout. The symbol is XRP, which is a type of cryptocurrency, and it was analyzed on a daily time frame, which means the data is based on daily price changes. The lookback period was 15 days, which is the amount of time used to calculate the analysis, and the slip was 0.001, a small amount used to adjust the analysis. The period of analysis was the holdout period, from 2024 to 2025 for training and 2026 for the known holdout, meaning the data from 2026 was not used to train the analysis. The return percentage was 4.606367626738589 percent, the drawdown percentage was 27.161710505469472 percent, and the win rate percentage was 0 percent. The average win percentage and average loss percentage were also calculated, with the average loss being -5.278671024888058 percent. The entry point was prior to the high of the last few days, and the exit point was prior to the low of the last 10 days. The next step is to use the exact open price. A 25 basis point taker fee was credited to the equivalent of a coin buy, with a ratio of 0.0025 to 0.9975. The analysis did not include missing indicator bars and only used daily 24-hour data. The return included the open mark, and the win rate only included closed trades. The HYPE 2026 only had no training or valid out-of-sample data, and there was no 3R or 15-minute management, with sensitivity not selected. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about XRP/USD C91302 Donchian HIGH daily L15 slip0.001 train. The symbol is XRP, which is a type of cryptocurrency, and the time frame is daily, meaning the data is based on daily prices. The lookback period is 15 days, which is the number of days used to calculate the high and low prices. The slip is 0.001, which refers to the amount of price movement allowed before a trade is executed. The period is train, which means the data is used to train a trading model. The return percentage is 182.24915986717156, the drawdown percentage is 49.86809363715764, and the win rate percentage is 25. The number of trades is 8, and the number of open trades is 0. The mean trade percentage is 40.19838264373397, the average win percentage is 192.45458029053964, and the average loss percentage is -10.55368323853458. The half Kelly criterion, a measure of risk, is 0.98956944650256. The returns percentage is a list of numbers showing the percentage change in price over time: -1.021113084482787, -3.7572123719148633, -10.188901456486526, 362.7632818805165, -25.507701516020887, -14.025909734191956, 22.14587870056278, -8.821261268110463. The entry strategy is based on the prior high price, and the exit strategy is based on the prior low price. The next exact open price is used, and a 25 basis point taker fee is credited to the coin buy equivalent, which is 0.0025/0.9975. There are no missing indicator bars, and only daily 24-hour data is used. The training data is from 2024-25, and the reset is in 2026, which is a known holdout period. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about LTC/USD C91302 Donchian HIGH hourly L30 slip0.003 holdout. The symbol is LTC, which is a type of cryptocurrency, and the time frame is hourly, meaning the data is based on one-hour periods. The lookback period is 30, which refers to the number of past hours used to make decisions. The slip is 0.003, which is a small amount used to adjust the decision-making process. The period is holdout, which means this is a test period. The return percentage is 2.5556%, the drawdown percentage is 12.6753%, and the win rate percentage is 0%. There was 1 trade, and the mean trade percentage was -7.2999%. The average loss percentage was also -7.2999%. The entry rule was to enter prior to a high point in the last few days, and exit prior to a low point in the last 10 days, with the next entry at the exact open price. A 25 basis point taker fee was credited, which is equivalent to 0.0025/0.9975. There were no missing indicator bars filled, and only daily 24-hour periods were used. The training period was from 2024 to 2025, and the reset period was in 2026, which is a known holdout period. There was no training or validation outside of this period. The 3R and 15-minute management options were not selected, and sensitivity was not chosen. The return includes the open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about LTC/USD C91302 Donchian HIGH hourly L30 slip0.003 train. The symbol is LTC, which is a type of cryptocurrency, and the time frame is hourly. The lookback period is 30 hours, and the slip is 0.003. The period is for training, which means it is used to teach a computer program. The return percentage is -0.551368698794434, the drawdown percentage is 48.02065785595045, and the win rate percentage is 44.44444444444444. There are 9 trades, with 0 open trades. The mean trade percentage is 1.2711299244610275, the average win percentage is 18.059382771312283, and the average loss percentage is -12.159472353019977. The half Kelly percentage is 0.28942918022948105. The returns percentages are 20.33873234241705, -12.19852543791343, -6.034989481594772, -10.620227450004897, 29.52270541472486, -18.03803247914839, 0.9551884103785759, 21.420904917728645, and -13.905586916438395. The entry is prior high, the exit is prior low, and the next open is exact. A 25 basis point taker is credited, which is a type of fee, and the equivalent coin buy is 0.0025/0.9975. There are no missing indicator bars, and the data is for 24 hours a day. The training and reset period is from 2024 to 2025, and the known holdout period is 2026. There is no hype in 2026, and no 3R or 15-minute management. The sensitivity is not selected, and the return includes open mark, while the win rate is for closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'LTC/USD C91302 Donchian HIGH hourly L30 slip0.001 holdout'. This refers to a trading strategy for Litecoin, a type of cryptocurrency, where the symbol is LTC. The time frame for this strategy is hourly, meaning it looks at the market every hour. The lookback period is 30 hours, which is the amount of time the strategy considers when making decisions. The slip, or the amount of price movement allowed before a trade is made, is 0.001. This is during the holdout period, which is a time when the strategy is not being trained or validated, but rather tested on real market data. The return percentage is 3.172340565363413%, and the drawdown percentage, which is the percentage of loss from the peak, is 12.675286832999399%. The win rate percentage, which is the percentage of successful trades, is 0%. The strategy made 1 trade, and it is still open. The mean trade percentage, which is the average return of all trades, is -6.927324067996176%. The average win percentage is not available, and the average loss percentage is -6.927324067996176%. The half Kelly criterion, which is a formula used to determine the optimal bet size, is not available. The returns percentage is -6.927324067996176%. The strategy enters a trade when the price is higher than it was a certain number of days ago, and exits when the price is lower than it was 10 days ago. The next trade will be made at the exact open price. A 25 basis point taker fee, which is a fee charged for taking a trade, is credited to the buyer, with a coin buy equivalent of 0.0025/0.9975. Missing indicator bars are not filled, and the strategy only considers daily 24-hour periods. The training and reset period is from 2024 to 2025, and the holdout period is in 2026. The HYPE 2026 strategy does not include training or out-of-sample validation. The 3R/15 minute management strategy is not selected, and sensitivity is not considered. The return includes the open mark, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about LTC/USD C91302 Donchian HIGH hourly L30 slip0.001 train. The symbol is LTC, which is a type of cryptocurrency, and the time frame is hourly, meaning the data is based on one-hour periods. The lookback period is 30, which refers to the number of past hours considered for analysis. The slip is 0.001, which is a small amount allowed for price movement before taking action. The period is train, which means the data is used for training a model. The return percentage is 3.0940211466707694, the drawdown percentage is 47.603153518959495, and the win rate percentage is 44.44444444444444. There were 9 trades, with 0 open trades. The mean trade percentage is 1.6780319752322204, the average win percentage is 18.533572610911907, and the average loss percentage is -11.80640053331153. The half Kelly percentage is 0.3834366132139495. The returns percentages are 20.822057879102353, -11.845610144065851, -5.657370562560678, -10.260986293502803, 30.042840573372192, -17.708522093496875, 1.360824158689588, 21.908567832483495, and -13.55951357293144. The entry is based on the prior high, the exit is based on the prior low, and the next open is exact. A 25 basis point taker is credited with the equivalent of 0.0025 for buying and 0.9975 for selling. There are no missing indicator bars, and only daily 24-hour data is used. The training data is from 2024 to 2025, and the holdout data is from 2026. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes open mark, and the win rate is based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'LTC/USD C91302 Donchian HIGH hourly L20 slip0.003 holdout'. This refers to a trading strategy for Litecoin, a type of cryptocurrency, denoted by the symbol LTC, with a specific set of rules. The strategy looks at hourly data, which is a time frame of one hour, and uses a lookback period of 20 hours, meaning it considers the last 20 hours of data. The slip value is 0.003, which is a small amount used to adjust the strategy. The period being discussed is called the holdout period, which is a time when the strategy is not being trained or validated, but rather tested on unseen data. The return percentage for this strategy is 2.58%, and the drawdown percentage, which is the maximum loss from a peak to a trough, is 13.07%. The win rate percentage, which is the percentage of successful trades, is 0%, indicating no winning trades. There were 2 trades in total, with 1 trade still open. The mean trade percentage, which is the average return of all trades, is -5.53%, and the average loss percentage is also -5.53%. The half Kelly criterion, a formula used to determine the optimal bet size, is not applicable in this case. The returns percentage for each trade is -5.10% and -5.96%. The strategy enters a trade prior to a high point in the data from a certain number of days ago, and exits prior to a low point from 10 days ago, with the next trade occurring at the exact open price. A 25 basis point taker fee, which is a fee for taking a trade, is credited in the equivalent of 0.0025 coins for every 0.9975 coins bought. The strategy does not fill in missing indicator bars and only considers daily data over a 24-hour period. The training and reset period for this strategy is from 2024 to 2025, and the holdout period is in 2026, which is used for testing. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, which is the price at which the trade was opened, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees