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ML Pro

Stocks · Started Mar 2016

hypothetical · Annual Return (Compounded)
0.9%
Max Drawdown
27.2%
Trades
73
Win Trades
60.3%
Profit Factor
2.70
Win Months
6.4%

About this strategy

Machine Learning system for selecting stocks and ETFs, using Monte Carlo simulation to determine the safe fraction of the positions in order to minimize drawdown.
Auto trade this strategy is highly suggested.
Detailed Backtesting results available for subscribers.

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
2016-0.10.71.4-1.80.60.11.6-22.133.411.318.5
2017-3.60.4-1.2-0.5-0.5-0.5-1.0-0.50.00.00.00.0-7.0
20180.00.00.00.00.00.00.00.00.00.00.00.00.0
20190.00.00.00.00.00.00.00.00.00.00.0
20200.00.00.00.00.00.00.00.00.00.00.00.00.0
20210.00.00.00.00.00.00.00.00.00.00.00.00.0
20220.00.00.00.00.00.00.00.00.00.00.00.00.0
20230.00.00.00.00.00.00.00.00.00.00.00.00.0
20240.00.00.00.00.00.00.00.00.00.00.00.00.0
20250.00.00.00.00.00.00.00.00.00.00.00.00.0
20260.00.00.00.00.00.00.00.00.0

Statistics

Overview

Strategy began3/31/2016
Suggested Minimum Capital$25,000
Age128 months
What it tradesStocks
# Trades73
# Profitable44
% Profitable60.3%
Avg trade duration9.7 days
Max peak-to-valley drawdown27.2%
drawdown periodOct 10, 2016 - Nov 03, 2016
Annual Return (Compounded)0.9%
Avg win$192
Avg loss$109

Ratios

W:L ratio2.68
Sharpe Ratio-0.06
Sortino Ratio-0.10
Calmar Ratio0.36

CORRELATION STATISTICS

Correlation to SP5000.02
Return Percent SP500 (cumu) during strategy life279.2%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)-261.3%

Return Statistics

Ann Return (w trading costs)0.9%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.0%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)1.8%

Slump

Current Slump as Pcnt Equity8.6%
Current Slump, time of slump as pcnt of strategy life0.9%

Instruments

Percent Trades Forex0.0%
Percent Trades Futures0.0%
Percent Trades Options0.0%
Percent Trades Stocks1.0%

Risk of Ruin (Monte-Carlo)

Chance of 10% account loss58.5%
Chance of 20% account loss18.0%
Chance of 30% account loss2.0%
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%

Automation

Percentage Signals Automated0.0%

Popularity

Popularity (Today)0
Popularity (Last 6 weeks)0
Popularity (7 days, Percentile 1000 scale)0

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$109
Avg Win$192
# Winners44
Sum Trade PL (losers)$3,161
Sum Trade PL (winners)$8,445
Num Months Winners8
# Losers29
% Winners60.3%

Dividends

Dividends Received in Model Acct25

Age

Num Months filled monthly returns table127

Frequency

Avg Position Time (mins)13939.43
Avg Position Time (hrs)232.32
Avg Trade Length9.70
Last Trade Ago3499

Regression

Alpha0
Beta0.01
Treynor Index-0.14

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.01
MAE:Equity, 95th Percentile Value for this strat0.01
MAE:Equity, average, losing trades0.01
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 trades2.40
MAE:PL (avg, all trades)0.20
MAE:PL (avg, losing trades)—
MAE:PL - Losing Trades - this strat Percentile of All Strats27.16
MAE:PL - Winning Trades - this strat Percentile of All Strats38.29
MAE:PL (avg, winning trades)—
MAE:PL - worst single value for strategy—
Avg(MAE) / Avg(PL) - Winning trades0.99
Avg(MAE) / Avg(PL) - Losing trades-1.30
Hold-and-Hope Ratio0.42

RATIO STATISTICS

Mean0.10
SD0.30
Sharpe ratio (Glass type estimate)0.32
Sharpe ratio (Hedges UMVUE)0.31
df26
t0.48
p0.32
Lowerbound of 95% confidence interval for Sharpe Ratio-0.99
Upperbound of 95% confidence interval for Sharpe Ratio1.62
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.00
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.62
Sortino ratio0.71
Upside Potential Ratio1.61
Upside part of mean0.22
Downside part of mean-0.12
Upside SD0.27
Downside SD0.13
N nonnegative terms8
N negative terms19
N of observations27
Mean of predictor0.55
Mean of criterion0.10
SD of predictor0.27
SD of criterion0.30
Covariance0.00
r0.04
b (slope, estimate of beta)0.05
a (intercept, estimate of alpha)0.07
Mean Square Error0.10
DF error25
t(b)0.22
p(b)0.42
t(a)0.29
p(a)0.39
Lowerbound of 95% confidence interval for beta-0.41
Upperbound of 95% confidence interval for beta0.51
Lowerbound of 95% confidence interval for alpha-0.43
Upperbound of 95% confidence interval for alpha0.57
Treynor index (mean / b)2.00
Jensen alpha (a)0.07
Mean0.06
SD0.27
Sharpe ratio (Glass type estimate)0.21
Sharpe ratio (Hedges UMVUE)0.20
df26
t0.31
p0.38
Lowerbound of 95% confidence interval for Sharpe Ratio-1.10
Upperbound of 95% confidence interval for Sharpe Ratio1.52
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.10
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.51
Sortino ratio0.38
Upside Potential Ratio1.26
Upside part of mean0.19
Downside part of mean-0.13
Upside SD0.22
Downside SD0.15
N nonnegative terms8
N negative terms19
N of observations27
Mean of predictor0.51
Mean of criterion0.06
SD of predictor0.26
SD of criterion0.27
Covariance0.00
r0.06
b (slope, estimate of beta)0.06
a (intercept, estimate of alpha)0.02
Mean Square Error0.08
DF error25
t(b)0.30
p(b)0.38
t(a)0.12
p(a)0.45
Lowerbound of 95% confidence interval for beta-0.38
Upperbound of 95% confidence interval for beta0.50
Lowerbound of 95% confidence interval for alpha-0.42
Upperbound of 95% confidence interval for alpha0.47
Treynor index (mean / b)0.90
Jensen alpha (a)0.02
VaR(95%)0.12
Expected Shortfall on VaR0.15
VaR(95%)0.03
Expected Shortfall on VaR0.06
Mean0.07
SD0.18
Sharpe ratio (Glass type estimate)0.40
Sharpe ratio (Hedges UMVUE)0.40
df602
t0.61
p0.27
Lowerbound of 95% confidence interval for Sharpe Ratio-0.89
Upperbound of 95% confidence interval for Sharpe Ratio1.69
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.89
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.69
Sortino ratio0.70
Upside Potential Ratio4.06
Upside part of mean0.41
Downside part of mean-0.34
Upside SD0.14
Downside SD0.10
N nonnegative terms122
N negative terms481
N of observations603
Mean of predictor0.60
Mean of criterion0.07
SD of predictor0.34
SD of criterion0.18
Covariance0.00
r0.02
b (slope, estimate of beta)0.01
a (intercept, estimate of alpha)0.07
Mean Square Error0.03
DF error601
t(b)0.46
p(b)0.32
t(a)0.56
p(a)0.29
Lowerbound of 95% confidence interval for beta-0.03
Upperbound of 95% confidence interval for beta0.05
Lowerbound of 95% confidence interval for alpha-0.16
Upperbound of 95% confidence interval for alpha0.29
Treynor index (mean / b)7.39
Jensen alpha (a)0.06
Mean0.06
SD0.17
Sharpe ratio (Glass type estimate)0.32
Sharpe ratio (Hedges UMVUE)0.32
df602
t0.49
p0.31
Lowerbound of 95% confidence interval for Sharpe Ratio-0.97
Upperbound of 95% confidence interval for Sharpe Ratio1.62
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.97
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.62
Sortino ratio0.54
Upside Potential Ratio3.84
Upside part of mean0.40
Downside part of mean-0.34
Upside SD0.14
Downside SD0.10
N nonnegative terms122
N negative terms481
N of observations603
Mean of predictor0.54
Mean of criterion0.06
SD of predictor0.35
SD of criterion0.17
Covariance0.00
r0.02
b (slope, estimate of beta)0.01
a (intercept, estimate of alpha)0.05
Mean Square Error0.03
DF error601
t(b)0.49
p(b)0.31
t(a)0.44
p(a)0.33
Lowerbound of 95% confidence interval for beta-0.03
Upperbound of 95% confidence interval for beta0.05
Lowerbound of 95% confidence interval for alpha-0.17
Upperbound of 95% confidence interval for alpha0.27
Treynor index (mean / b)5.64
Jensen alpha (a)0.05
VaR(95%)0.02
Expected Shortfall on VaR0.02
VaR(95%)0.00
Expected Shortfall on VaR0.01
Mean-0.03
SD0
Sharpe ratio (Glass type estimate)0
Sharpe ratio (Hedges UMVUE)0
df0
t0
p0
Lowerbound of 95% confidence interval for Sharpe Ratio0
Upperbound of 95% confidence interval for Sharpe Ratio0
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation0
Sortino ratio-16.19
Upside Potential Ratio0
Upside part of mean0
Downside part of mean-0.03
Upside SD0
Downside SD0.00
N nonnegative terms0
N negative terms131
N of observations131
Mean of predictor1.17
Mean of criterion-0.03
SD of predictor0.49
SD of criterion0
Covariance0
r0
b (slope, estimate of beta)0
a (intercept, estimate of alpha)0
Mean Square Error0
DF error0
t(b)0
p(b)0
t(a)0
p(a)0
Lowerbound of 95% confidence interval for beta0
Upperbound of 95% confidence interval for beta0
Lowerbound of 95% confidence interval for alpha0
Upperbound of 95% confidence interval for alpha0
Treynor index (mean / b)0
Jensen alpha (a)0
Mean-0.03
SD0
Sharpe ratio (Glass type estimate)-9.74841826823373e+15
Sharpe ratio (Hedges UMVUE)-9.69206937105203e+15
df130
t-6893172865105920
p1
Lowerbound of 95% confidence interval for Sharpe Ratio0
Upperbound of 95% confidence interval for Sharpe Ratio0
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.08701574255084e+16
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation-8513981316595712
Sortino ratio-16.19
Upside Potential Ratio0
Upside part of mean0
Downside part of mean-0.03
Upside SD0
Downside SD0.00
N nonnegative terms0
N negative terms131
N of observations131
Mean of predictor1.05
Mean of criterion-0.03
SD of predictor0.48
SD of criterion0
Covariance0
r0
b (slope, estimate of beta)0
a (intercept, estimate of alpha)-0.03
Mean Square Error0
DF error129
t(b)0
p(b)0.50
t(a)-6805020271968256
p(a)1
Lowerbound of 95% confidence interval for beta0
VAR (95 Confidence Intrvl)0.02
Upperbound of 95% confidence interval for beta0
Lowerbound of 95% confidence interval for alpha-0.03
Upperbound of 95% confidence interval for alpha-0.03
Treynor index (mean / b)-3.06718600689805e+32
Jensen alpha (a)-0.03
VaR(95%)0.00
Expected Shortfall on VaR0.00
VaR(95%)0
Expected Shortfall on VaR0

ORDER STATISTICS

Number of observations27
Minimum0.80
Quartile 11
Median1
Quartile 31.00
Maximum1.40
Mean of quarter 10.97
Mean of quarter 21
Mean of quarter 31.00
Mean of quarter 41.07
Inter Quartile Range0.00
Number outliers low3
Percentage of outliers low0.11
Mean of outliers low0.92
Number of outliers high6
Percentage of outliers high0.22
Mean of outliers high1.08
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)1.70
VaR(95%) (regression method)0.03
Expected Shortfall (regression method)0
Number of observations603
Minimum0.92
Quartile 11
Median1
Quartile 31
Maximum1.16
Mean of quarter 11.00
Mean of quarter 21
Mean of quarter 31
Mean of quarter 41.01
Inter Quartile Range0
Number outliers low101
Percentage of outliers low0.17
Mean of outliers low0.99
Number of outliers high127
Percentage of outliers high0.21
Mean of outliers high1.01
Extreme Value Index (moments method)0.86
VaR(95%) (moments method)0.00
Expected Shortfall (moments method)0.03
Extreme Value Index (regression method)0.63
VaR(95%) (regression method)0.00
Expected Shortfall (regression method)0.01
Number of observations131
Minimum1
Quartile 11
Median1
Quartile 31
Maximum1
Mean of quarter 11
Mean of quarter 21
Mean of quarter 31
Mean of quarter 41
Inter Quartile Range0
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

DRAW DOWN STATISTICS

Number of observations3
Minimum0.01
Quartile 10.02
Median0.02
Quartile 30.11
Maximum0.20
Mean of quarter 10.01
Mean of quarter 20.02
Mean of quarter 30
Mean of quarter 40.20
Inter Quartile Range0.09
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 observations17
Minimum0.00
Quartile 10.00
Median0.00
Quartile 30.02
Maximum0.24
Mean of quarter 10.00
Mean of quarter 20.00
Mean of quarter 30.01
Mean of quarter 40.08
Inter Quartile Range0.01
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high2
Percentage of outliers high0.12
Mean of outliers high0.14
Extreme Value Index (moments method)0.86
VaR(95%) (moments method)0.08
Expected Shortfall (moments method)0.59
Extreme Value Index (regression method)1.51
VaR(95%) (regression method)0.11
Expected Shortfall (regression method)0
Number of observations0
Minimum0
Quartile 10
Median0
Quartile 30
Maximum0
Mean of quarter 10
Mean of quarter 20
Mean of quarter 30
Mean of quarter 40
Inter Quartile Range0
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?-466840160
Max Equity Drawdown (num days)24
Last 4 Months - Pcnt Negative0.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)0.09
Compounded annual return (geometric extrapolation)0.09
Calmar ratio (compounded annual return / max draw down)0.45
Compounded annual return / average of 25% largest draw downs0.45
Compounded annual return / Expected Shortfall lognormal0.61
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.09
Compounded annual return (geometric extrapolation)0.09
Calmar ratio (compounded annual return / max draw down)0.36
Compounded annual return / average of 25% largest draw downs1.03
Compounded annual return / Expected Shortfall lognormal4.06
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)0
Compounded annual return (geometric extrapolation)0
Calmar ratio (compounded annual return / max draw down)0
Compounded annual return / average of 25% largest draw downs0
Compounded annual return / Expected Shortfall lognormal0

Trading record

Placed 153 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
SBUX long75Jan 17, 2017Mar 2, 2017($51)
USO long1776Dec 21, 2016Mar 2, 2017($542)
TWTR long450Jan 10, 2017Jan 17, 2017($243)
SPN long4250Oct 21, 2016Dec 13, 2016$4,107
SPN long750Oct 10, 2016Oct 20, 2016$33
BHI long300Oct 7, 2016Oct 20, 2016($194)
FANG long85Oct 7, 2016Oct 7, 2016($38)
BHI long150Oct 5, 2016Oct 7, 2016$146
SPN long450Oct 6, 2016Oct 6, 2016($41)
SPN long600Oct 3, 2016Oct 5, 2016$193
TWTR long200Oct 3, 2016Oct 5, 2016$194
DVN long330Oct 3, 2016Oct 5, 2016$73
NVDA long70Oct 3, 2016Oct 4, 2016($54)
TWTR long400Sep 26, 2016Sep 30, 2016$62
SPN long400Sep 29, 2016Sep 30, 2016$437
FANG long90Sep 28, 2016Sep 30, 2016$409
LLY long90Sep 20, 2016Sep 29, 2016($43)
GRMN long70Sep 28, 2016Sep 29, 2016($81)
FANG long90Sep 26, 2016Sep 28, 2016($183)
KMB long60Sep 20, 2016Sep 26, 2016$141
TWTR long540Sep 6, 2016Sep 23, 2016$70
XLU long210Sep 6, 2016Sep 13, 2016($249)
XLV long100Aug 26, 2016Sep 9, 2016($77)
JNJ long30Aug 26, 2016Sep 9, 2016($9)
WMT long50Aug 26, 2016Sep 2, 2016$60
TWTR long180Aug 26, 2016Aug 31, 2016$180
FANG long80Aug 9, 2016Aug 25, 2016$191
NVDA long55Aug 18, 2016Aug 23, 2016$47
TWTR long185Aug 18, 2016Aug 22, 2016($89)
FOX long150Aug 8, 2016Aug 12, 2016$21

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.