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neuralsentiment2

Futures · Started Oct 2022

hypothetical · Annual Return (Compounded)
9.2%
Max Drawdown
29.4%
Trades
138
Win Trades
65.2%
Profit Factor
1.30
Win Months
36.7%
Subscribe $20/mo

About this strategy

Each afternoon and evening, we use several neural net sorystems to estimate the market, in addition to applying them by making use of factors which were not included in the original neural net designs, but factors which are found to given some independent predictive value, or confirmation or rejection of a possible NN prediction. As a result, each evening, we can make a guess as to the % change to the next open, and the % change expected from open to close or from open to open the next day! Among the factors and indicators tracked are basic things such as interest rates and their changes, the various pc ratios, oil, gold and yen prices, and probably several dozen other factors I do not know since I did not build the NN myself.

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
202215.4-5.316.827.6
202314.7-3.95.23.20.8-3.0-0.12.0-15.629.42.6-0.133.5
2024-1.02.4-2.5-6.013.5-2.9-11.65.6-15.2-0.1-0.1-0.1-19.1
2025-0.20.0-0.1-0.20.0-0.1-0.1-0.2-0.1-0.1-0.10.0-0.9
2026-0.20.0-2.90.90.5-3.51.33.91.82.54.2

Statistics

Overview

Strategy began10/9/2022
Suggested Minimum Capital$70,000
Age49 months
C2 Rank269
What it tradesFutures
# Trades138
# Profitable90
% Profitable65.2%
Avg trade duration1.5 days
Max peak-to-valley drawdown29.4%
drawdown periodMay 13, 2024 - March 29, 2026
Annual Return (Compounded)9.2%
Avg win$1,339
Avg loss$1,986

Ratios

W:L ratio1.26
Sharpe Ratio0.40
Sortino Ratio0.59
Calmar Ratio0.75

CORRELATION STATISTICS

Correlation to SP5000.14
Return Percent SP500 (cumu) during strategy life114.5%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)-72.0%

Return Statistics

Ann Return (w trading costs)9.2%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.1%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)10.7%

Slump

Current Slump as Pcnt Equity26.2%
Current Slump, time of slump as pcnt of strategy life0.6%

Instruments

Percent Trades Forex0.0%
Percent Trades Futures1.0%
Percent Trades Options0.0%
Short Options - Percent Covered100.0%
Percent Trades Stocks0.0%

Risk of Ruin (Monte-Carlo)

Chance of 10% account loss46.5%
Chance of 20% account loss13.5%
Chance of 30% account loss2.5%
Chance of 40% account loss0.0%
Chance of 50% account loss0.0%
Chance of 60% account loss (Monte Carlo)0.0%
Chance of 70% account loss (Monte Carlo)0.0%
Chance of 80% account loss (Monte Carlo)0.0%
Chance of 90% account loss (Monte Carlo)0.0%
Chance of 100% account loss (Monte Carlo)100.0%

Automation

Percentage Signals Automated0.0%

Popularity

Popularity (Today)0
Popularity (Last 6 weeks)417
C2 Score269
Popularity (7 days, Percentile 1000 scale)297

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$1,986
Avg Win$1,339
# Winners90
Sum Trade PL (losers)$95,308
Sum Trade PL (winners)$120,504
Num Months Winners18
# Losers48
% Winners65.2%

Dividends

Dividends Received in Model Acct0

Age

Num Months filled monthly returns table49

Frequency

Avg Position Time (mins)2137.03
Avg Position Time (hrs)35.62
Avg Trade Length1.50
Last Trade Ago1

Leverage

Daily leverage (average)3.31
Daily leverage (max)9.97

Regression

Alpha0.01
Beta0.17
Treynor Index0.13

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.02
MAE:Equity, 95th Percentile Value for this strat0.03
MAE:Equity, average, losing trades0.04
MAE:Equity, losing trades only, 95th Percentile Value for this strat—
MAE:Equity, average, winning trades0.01
MAE:Equity, win trades only, 95th Percentile Value for this strat—
Avg(MAE) / Avg(PL) - All trades10.04
MAE:PL (avg, all trades)1.21
MAE:PL (avg, losing trades)—
MAE:PL (avg, winning trades)—
MAE:PL - worst single value for strategy—
Avg(MAE) / Avg(PL) - Winning trades0.68
Avg(MAE) / Avg(PL) - Losing trades-1.48
Hold-and-Hope Ratio0.10

RATIO STATISTICS

Mean0.19
SD0.28
Sharpe ratio (Glass type estimate)0.67
Sharpe ratio (Hedges UMVUE)0.65
df26
t1.00
p0.16
Lowerbound of 95% confidence interval for Sharpe Ratio-0.66
Upperbound of 95% confidence interval for Sharpe Ratio1.98
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.67
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.97
Sortino ratio1.25
Upside Potential Ratio3.06
Upside part of mean0.46
Downside part of mean-0.27
Upside SD0.24
Downside SD0.15
N nonnegative terms13
N negative terms14
N of observations27
Mean of predictor0.33
Mean of criterion0.19
SD of predictor0.16
SD of criterion0.28
Covariance0.00
r0.11
b (slope, estimate of beta)0.19
a (intercept, estimate of alpha)0.12
Mean Square Error0.08
DF error25
t(b)0.55
p(b)0.29
t(a)0.56
p(a)0.29
Lowerbound of 95% confidence interval for beta-0.53
Upperbound of 95% confidence interval for beta0.92
Lowerbound of 95% confidence interval for alpha-0.33
Upperbound of 95% confidence interval for alpha0.58
Treynor index (mean / b)0.97
Jensen alpha (a)0.12
Mean0.15
SD0.28
Sharpe ratio (Glass type estimate)0.55
Sharpe ratio (Hedges UMVUE)0.53
df26
t0.82
p0.21
Lowerbound of 95% confidence interval for Sharpe Ratio-0.77
Upperbound of 95% confidence interval for Sharpe Ratio1.86
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.78
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.84
Sortino ratio0.94
Upside Potential Ratio2.72
Upside part of mean0.43
Downside part of mean-0.28
Upside SD0.22
Downside SD0.16
N nonnegative terms13
N negative terms14
N of observations27
Mean of predictor0.31
Mean of criterion0.15
SD of predictor0.15
SD of criterion0.28
Covariance0.01
r0.13
b (slope, estimate of beta)0.23
a (intercept, estimate of alpha)0.08
Mean Square Error0.08
DF error25
t(b)0.64
p(b)0.26
t(a)0.36
p(a)0.36
Lowerbound of 95% confidence interval for beta-0.50
Upperbound of 95% confidence interval for beta0.96
Lowerbound of 95% confidence interval for alpha-0.37
Upperbound of 95% confidence interval for alpha0.52
Treynor index (mean / b)0.66
Jensen alpha (a)0.08
VaR(95%)0.11
Expected Shortfall on VaR0.14
VaR(95%)0.05
Expected Shortfall on VaR0.10
Mean0.18
SD0.22
Sharpe ratio (Glass type estimate)0.80
Sharpe ratio (Hedges UMVUE)0.80
df596
t1.21
p0.11
Lowerbound of 95% confidence interval for Sharpe Ratio-0.50
Upperbound of 95% confidence interval for Sharpe Ratio2.10
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.50
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.10
Sortino ratio1.20
Upside Potential Ratio6.18
Upside part of mean0.90
Downside part of mean-0.73
Upside SD0.16
Downside SD0.15
N nonnegative terms174
N negative terms423
N of observations597
Mean of predictor0.33
Mean of criterion0.18
SD of predictor0.19
SD of criterion0.22
Covariance0.01
r0.15
b (slope, estimate of beta)0.17
a (intercept, estimate of alpha)0.12
Mean Square Error0.05
DF error595
t(b)3.68
p(b)0.00
t(a)0.83
p(a)0.20
Lowerbound of 95% confidence interval for beta0.08
Upperbound of 95% confidence interval for beta0.26
Lowerbound of 95% confidence interval for alpha-0.16
Upperbound of 95% confidence interval for alpha0.40
Treynor index (mean / b)1.03
Jensen alpha (a)0.12
Mean0.15
SD0.22
Sharpe ratio (Glass type estimate)0.69
Sharpe ratio (Hedges UMVUE)0.69
df596
t1.04
p0.15
Lowerbound of 95% confidence interval for Sharpe Ratio-0.61
Upperbound of 95% confidence interval for Sharpe Ratio1.99
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.61
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.99
Sortino ratio1.01
Upside Potential Ratio5.93
Upside part of mean0.89
Downside part of mean-0.74
Upside SD0.16
Downside SD0.15
N nonnegative terms174
N negative terms423
N of observations597
Mean of predictor0.31
Mean of criterion0.15
SD of predictor0.19
SD of criterion0.22
Covariance0.01
r0.15
b (slope, estimate of beta)0.17
a (intercept, estimate of alpha)0.10
Mean Square Error0.05
DF error595
t(b)3.70
p(b)0.00
t(a)0.68
p(a)0.25
Lowerbound of 95% confidence interval for beta0.08
Upperbound of 95% confidence interval for beta0.26
Lowerbound of 95% confidence interval for alpha-0.19
Upperbound of 95% confidence interval for alpha0.38
Treynor index (mean / b)0.89
Jensen alpha (a)0.10
VaR(95%)0.02
Expected Shortfall on VaR0.03
VaR(95%)0.01
Expected Shortfall on VaR0.02
Mean0.07
SD0.10
Sharpe ratio (Glass type estimate)0.72
Sharpe ratio (Hedges UMVUE)0.72
df130
t0.51
p0.48
Lowerbound of 95% confidence interval for Sharpe Ratio-2.05
Upperbound of 95% confidence interval for Sharpe Ratio3.50
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-2.05
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.49
Sortino ratio1.17
Upside Potential Ratio8.18
Upside part of mean0.52
Downside part of mean-0.44
Upside SD0.08
Downside SD0.06
N nonnegative terms40
N negative terms91
N of observations131
Mean of predictor0.22
Mean of criterion0.07
SD of predictor0.17
SD of criterion0.10
Covariance0.01
r0.39
b (slope, estimate of beta)0.24
a (intercept, estimate of alpha)0.02
Mean Square Error0.01
DF error129
t(b)4.82
p(b)0.26
t(a)0.15
p(a)0.49
Lowerbound of 95% confidence interval for beta0.14
Upperbound of 95% confidence interval for beta0.34
Lowerbound of 95% confidence interval for alpha-0.24
Upperbound of 95% confidence interval for alpha0.28
Treynor index (mean / b)0.31
Jensen alpha (a)0.02
Mean0.07
SD0.10
Sharpe ratio (Glass type estimate)0.68
Sharpe ratio (Hedges UMVUE)0.67
df130
t0.48
p0.48
Lowerbound of 95% confidence interval for Sharpe Ratio-2.10
Upperbound of 95% confidence interval for Sharpe Ratio3.45
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-2.10
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.45
Sortino ratio1.08
Upside Potential Ratio8.08
Upside part of mean0.51
Downside part of mean-0.44
Upside SD0.08
Downside SD0.06
N nonnegative terms40
N negative terms91
N of observations131
Mean of predictor0.21
Mean of criterion0.07
SD of predictor0.16
SD of criterion0.10
Covariance0.01
r0.40
b (slope, estimate of beta)0.25
a (intercept, estimate of alpha)0.02
Mean Square Error0.01
DF error129
t(b)4.90
p(b)0.25
t(a)0.13
p(a)0.49
Lowerbound of 95% confidence interval for beta0.15
VAR (95 Confidence Intrvl)0.02
Upperbound of 95% confidence interval for beta0.34
Lowerbound of 95% confidence interval for alpha-0.25
Upperbound of 95% confidence interval for alpha0.28
Treynor index (mean / b)0.28
Jensen alpha (a)0.02
VaR(95%)0.01
Expected Shortfall on VaR0.01
VaR(95%)0.00
Expected Shortfall on VaR0.01

ORDER STATISTICS

Number of observations27
Minimum0.86
Quartile 10.97
Median1
Quartile 31.08
Maximum1.20
Mean of quarter 10.93
Mean of quarter 20.99
Mean of quarter 31.03
Mean of quarter 41.13
Inter Quartile Range0.11
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0.24
VaR(95%) (moments method)0.07
Expected Shortfall (moments method)0.12
Extreme Value Index (regression method)0.30
VaR(95%) (regression method)0.08
Expected Shortfall (regression method)0.14
Number of observations597
Minimum0.90
Quartile 11.00
Median1
Quartile 31.00
Maximum1.09
Mean of quarter 10.99
Mean of quarter 21
Mean of quarter 31.00
Mean of quarter 41.01
Inter Quartile Range0.00
Number outliers low108
Percentage of outliers low0.18
Mean of outliers low0.99
Number of outliers high118
Percentage of outliers high0.20
Mean of outliers high1.02
Extreme Value Index (moments method)0.36
VaR(95%) (moments method)0.00
Expected Shortfall (moments method)0.01
Extreme Value Index (regression method)0.32
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.02
Number of observations131
Minimum0.98
Quartile 11.00
Median1
Quartile 31.00
Maximum1.03
Mean of quarter 10.99
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.01
Inter Quartile Range0.00
Number outliers low19
Percentage of outliers low0.15
Mean of outliers low0.99
Number of outliers high13
Percentage of outliers high0.10
Mean of outliers high1.01
Extreme Value Index (moments method)-2.00
VaR(95%) (moments method)0.00
Expected Shortfall (moments method)0.00
Extreme Value Index (regression method)-0.39
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.01

DRAW DOWN STATISTICS

Number of observations5
Minimum0.01
Quartile 10.06
Median0.07
Quartile 30.19
Maximum0.21
Mean of quarter 10.04
Mean of quarter 20.07
Mean of quarter 30.19
Mean of quarter 40.21
Inter Quartile Range0.13
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0
Number of observations19
Minimum0.00
Quartile 10.00
Median0.02
Quartile 30.07
Maximum0.26
Mean of quarter 10.00
Mean of quarter 20.01
Mean of quarter 30.03
Mean of quarter 40.16
Inter Quartile Range0.07
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high2
Percentage of outliers high0.11
Mean of outliers high0.24
Extreme Value Index (moments method)-0.72
VaR(95%) (moments method)0.17
Expected Shortfall (moments method)0.19
Extreme Value Index (regression method)-0.67
VaR(95%) (regression method)0.23
Expected Shortfall (regression method)0.26
Number of observations4
Minimum0.00
Quartile 10.01
Median0.02
Quartile 30.04
Maximum0.06
Mean of quarter 10.00
Mean of quarter 20.01
Mean of quarter 30.03
Mean of quarter 40.06
Inter Quartile Range0.03
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0
Strat Max DD how much worse than SP500 max DD during strat life?-441750112
Max Equity Drawdown (num days)685
Last 4 Months - Pcnt Negative0.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)0.22
Compounded annual return (geometric extrapolation)0.19
Calmar ratio (compounded annual return / max draw down)0.91
Compounded annual return / average of 25% largest draw downs0.91
Compounded annual return / Expected Shortfall lognormal1.39
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.22
Compounded annual return (geometric extrapolation)0.20
Calmar ratio (compounded annual return / max draw down)0.75
Compounded annual return / average of 25% largest draw downs1.21
Compounded annual return / Expected Shortfall lognormal7.27
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.10
Compounded annual return (geometric extrapolation)0.10
Calmar ratio (compounded annual return / max draw down)1.83
Compounded annual return / average of 25% largest draw downs1.83
Compounded annual return / Expected Shortfall lognormal8.06

Trading record

Placed 44 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
@MES Z6short3Oct 12, 2026Oct 13, 2026$34
@MES Z6short2Oct 9, 2026Oct 9, 2026$18
@MES Z6long4Oct 1, 2026Oct 8, 2026$1,910
@MES Z6short4Sep 30, 2026Oct 1, 2026$145
@MES Z6long4Sep 28, 2026Sep 29, 2026$20
@MES Z6long3Sep 23, 2026Sep 27, 2026$439
@MES U6long3Sep 16, 2026Sep 17, 2026$960
@MES U6long3Sep 3, 2026Sep 6, 2026($567)
@MES U6short3Aug 12, 2026Aug 13, 2026($885)
@MES U6long3Jul 31, 2026Aug 6, 2026$3,892
@MES U6long3Jul 23, 2026Jul 30, 2026($1,144)
@MES U6long3Jul 19, 2026Jul 21, 2026$780
@MES U6long3Jul 1, 2026Jul 6, 2026$866
@MES U6short3Jun 29, 2026Jun 30, 2026($923)
@MES U6long3Jun 23, 2026Jun 26, 2026$15
@MES U6long3Jun 22, 2026Jun 23, 2026($1,365)
@MES M6short3May 27, 2026May 28, 2026($510)
@MES M6long3May 17, 2026May 18, 2026$206
@MES M6long3May 11, 2026May 12, 2026($79)
@MES M6long3May 3, 2026May 5, 2026$765
@MES M6long3Apr 29, 2026Apr 30, 2026$1,305
@MES M6long3Apr 27, 2026Apr 28, 2026($623)
@MES M6long3Mar 25, 2026Mar 31, 2026($1,103)
@MES M6short3Mar 24, 2026Mar 25, 2026$236
@MES H6short3Mar 19, 2026Mar 20, 2026$465
@MES H6long3Mar 10, 2026Mar 16, 2026($1,617)
@MES H6long5Mar 9, 2026Mar 10, 2026$138
@ES H6long2Mar 9, 2026Mar 9, 2026$34
@MES U4long12Sep 15, 2024Sep 16, 2024$204
@MES U4long14Sep 5, 2024Sep 8, 2024($6,667)

Past results are not necessarily indicative of future results.

These results are based on simulated or hypothetical performance results that have certain inherent limitations. Unlike the results shown in an actual performance record, these results do not represent actual trading. Also, because these trades have not actually been executed, these results may have under-or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated or hypothetical trading programs in general are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profits or losses similar to these being shown.