Dienstag, 23. August 2011

Montag, 22. August 2011

K-means algorithm + tech analysis makes todays cluster forecast EXK HOKU SUSS RGLD GOLD LPHI


the reports are here 













algoservice.com breakout finder

algoservice.com breakout finder: HeatmapTodays BreakoutsRaw DataStatistical SuccessConfig


sortable score table last 10 day's press head column to sort (The score is the factor of Count and Gain%)
Count represents the number of signals the system created for that symbol
Gain% is the close to close change in % of the next day after the signal was issued
Symbol Count Gain% Score
LPHI
11 1.815 19.965
GOLD
19 0.479 9.101
EK
4 2.144 8.576
SUSS
8 0.510 4.080
RTIX
14 0.006 0.084

In cluster today $SUSS

Plot

Quote

Trading History

Last: 20.1599
Trade Date: 8/22/2011
Trade Time: 9:30am
Change: +0.7599
% Change: +3.92%
Volume: 7410
Avg. Daily Volume: 69031
Bid: 20.01
Ask: 20.14
Prev. Close: 19.40
Open: 20.08
Day's Range: 19.974 - 20.37
52-Week Range: 11.20 - 19.53
EPS: 1.812
P/E Ratio: 10.71
Div. Pay Date: N/A
Div/Share: 0.00
Div. Yield: N/A
Mkt. Cap: 343.5M
Exchange: NGM


buydate: 2011-06-24
selldate: 2011-06-27
signalprice: 16.38
sellprice: 16.55
pct: 1.038
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-07-06
selldate: 2011-07-07
signalprice: 17.49
sellprice: 17.92
pct: 2.459
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-06-27
selldate: 2011-06-28
signalprice: 16.55
sellprice: 16.4
pct: -0.906
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-08-17
selldate: 2011-08-18
signalprice: 18.46
sellprice: 18.84
pct: 2.059
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-07
selldate: 2011-07-08
signalprice: 17.92
sellprice: 17.56
pct: -2.009
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-08-11
selldate: 2011-08-12
signalprice: 17.52
sellprice: 17.43
pct: -0.514
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-18
selldate: 2011-08-19
signalprice: 18.84
sellprice: 19.4
pct: 2.972
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-15
selldate: 2011-08-16
signalprice: 18.57
sellprice: 18.38
pct: -1.023
signal:

upbreak
rsibreak
rsi>rsiema

last tradding:last friday generated:2011-08-22 - 09:48:24


In cluster today $LPHI


Plot

Quote

Trading History

Last: 7.50
Trade Date: 8/19/2011
Trade Time: 4:00pm
Change: 0.00
% Change: 0.00%
Volume: 700
Avg. Daily Volume: 252912
Bid: 7.57
Ask: 7.91
Prev. Close: 7.50
Open: N/A
Day's Range: N/A - N/A
52-Week Range: 3.20 - 18.64
EPS: 1.541
P/E Ratio: 4.87
Div. Pay Date: Sep 15
Div/Share: 0.60
Div. Yield: 8.00
Mkt. Cap: 139.8M
Exchange: NasdaqNM


buydate: 2011-08-12
selldate: 2011-08-15
signalprice: 5.91
sellprice: 6.27
pct: 6.091
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-17
selldate: 2011-08-18
signalprice: 7.7
sellprice: 7.44
pct: -3.377
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-07-28
selldate: 2011-07-29
signalprice: 5.13
sellprice: 4.9
pct: -4.483
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-07-14
selldate: 2011-07-15
signalprice: 4.22
sellprice: 4.27
pct: 1.185
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-16
selldate: 2011-08-17
signalprice: 6.63
sellprice: 7.7
pct: 16.139
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-22
selldate: 2011-07-25
signalprice: 4.8
sellprice: 4.56
pct: -5.000
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-07-07
selldate: 2011-07-08
signalprice: 4.02
sellprice: 3.8
pct: -5.473
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-11
selldate: 2011-08-12
signalprice: 5.42
sellprice: 5.91
pct: 9.041
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-15
selldate: 2011-07-18
signalprice: 4.27
sellprice: 4.24
pct: -0.703
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-18
selldate: 2011-08-19
signalprice: 7.44
sellprice: 7.5
pct: 0.806
signal:

rsibreak

buydate: 2011-08-15
selldate: 2011-08-16
signalprice: 6.27
sellprice: 6.63
pct: 5.742
signal:

rsibreak
rsi>rsiema

last tradding:last friday generated:2011-08-22 - 08:42:34

In cluster today $GOLD

Plot

Quote

Trading History

Last: 109.99
Trade Date: 8/19/2011
Trade Time: 4:00pm
Change: 0.00
% Change: 0.00%
Volume: 6000
Avg. Daily Volume: 797723
Bid: 113.26
Ask: 113.39
Prev. Close: 109.99
Open: N/A
Day's Range: N/A - N/A
52-Week Range: 70.18 - 110.07
EPS: 2.211
P/E Ratio: 49.75
Div. Pay Date: Jun  2
Div/Share: 0.20
Div. Yield: 0.18
Mkt. Cap: 10.026B
Exchange: NasdaqNM


buydate: 2011-07-18
selldate: 2011-07-19
signalprice: 89.16
sellprice: 88.33
pct: -0.931
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-17
selldate: 2011-08-18
signalprice: 106.01
sellprice: 104.2
pct: -1.707
signal:

rsibreak
rsi>rsiema

buydate: 2011-06-23
selldate: 2011-06-24
signalprice: 80.03
sellprice: 78.66
pct: -1.712
signal:

rsibreak
rsi>rsiema

buydate: 2011-06-29
selldate: 2011-06-30
signalprice: 83.34
sellprice: 84.05
pct: 0.852
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-08-08
selldate: 2011-08-09
signalprice: 98.43
sellprice: 100.79
pct: 2.398
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-14
selldate: 2011-07-15
signalprice: 87.26
sellprice: 88
pct: 0.848
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-21
selldate: 2011-07-22
signalprice: 90.3
sellprice: 90.63
pct: 0.365
signal:

rsibreak
rsi>rsiema

buydate: 2011-06-28
selldate: 2011-06-29
signalprice: 81.28
sellprice: 83.34
pct: 2.534
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-15
selldate: 2011-07-18
signalprice: 88
sellprice: 89.16
pct: 1.318
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-04
selldate: 2011-08-05
signalprice: 93.6
sellprice: 94.48
pct: 0.940
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-10
selldate: 2011-08-11
signalprice: 103.89
sellprice: 100.8
pct: -2.974
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-26
selldate: 2011-07-27
signalprice: 91.92
sellprice: 91.06
pct: -0.936
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-05
selldate: 2011-08-08
signalprice: 94.48
sellprice: 98.43
pct: 4.181
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-16
selldate: 2011-08-17
signalprice: 105.22
sellprice: 106.01
pct: 0.751
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-22
selldate: 2011-07-25
signalprice: 90.63
sellprice: 90.77
pct: 0.154
signal:

rsibreak
rsi>rsiema

buydate: 2011-06-30
selldate: 2011-07-01
signalprice: 84.05
sellprice: 82.69
pct: -1.618
signal:

upbreak
rsibreak
rsi>rsiema

buydate: 2011-07-25
selldate: 2011-07-26
signalprice: 90.77
sellprice: 91.92
pct: 1.267
signal:

rsibreak
rsi>rsiema

buydate: 2011-07-13
selldate: 2011-07-14
signalprice: 87.01
sellprice: 87.26
pct: 0.287
signal:

rsibreak
rsi>rsiema

buydate: 2011-08-09
selldate: 2011-08-10
signalprice: 100.79
sellprice: 103.89
pct: 3.076
signal:

rsibreak
rsi>rsiema

last tradding:last friday generated:2011-08-22 - 08:12:56

cluster forecast beats market 3 times

http://algoservice.com/member/widget.php#Forecast

cluster forecast beats market 3 times

http://algoservice.com/member/widget.php#Forecast

RTIX



RTIX


Forecasts two analysis techniques
lates cluster analysis >>>1 symbols
lates technical analysis >>>1 symbols

symbol: RTIX
calculated after close:: 2011-08-19
previousPctMade: 3.604
volume: 784300
avgvolume: 342887
volume/avgvolume: 2.2873
countdays: 127
buyonclose: 3.65
round(ema,2): 3.40
rsi: 83
tr: 154.0
upper: 3.74
lower: 2.90
MACD: 0.12344
MACD_SIGNAL: 0.12344
upbreak: 0
lowbreak: 0
typeofbreakout: +rsibreak+rsi>rsiema
signalPriviousCount: 4

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

RTIX

RTIX



RTIX


Forecasts two analysis techniques
lates cluster analysis >>>1 symbols
lates technical analysis >>>1 symbols

symbol: RTIX
cid: 0
cnumber: 2
cscore: 222
lastupdate: 2011-08-19 00:00:00
avg(cscore): 222.0000
count(t.symbol): 14
pct: 0.0062143

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

RTIX

Freitag, 19. August 2011

tools


:) performance of yesterdays suggestion


Cool movers









ASFI



ASFI


Forecasts two analysis techniques
lates cluster analysis >>>2 symbols
lates technical analysis >>>4 symbols

symbol: ASFI
calculated after close:: 2011-08-18
previousPctMade: 2.041
volume: 9900
avgvolume: 36751
volume/avgvolume: 0.2694
countdays: 127
buyonclose: 8.72
round(ema,2): 8.31
rsi: 85
tr: 393.0
upper: 8.77
lower: 7.44
MACD: 0.21534
MACD_SIGNAL: 0.21534
upbreak: 0
lowbreak: 0
typeofbreakout: +rsibreak+rsi>rsiema
signalPriviousCount: 2

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

ASFI

KNSY



KNSY


Forecasts two analysis techniques
lates cluster analysis >>>2 symbols
lates technical analysis >>>4 symbols

symbol: KNSY
calculated after close:: 2011-08-18
previousPctMade: 4.062
volume: 239800
avgvolume: 48942
volume/avgvolume: 4.8997
countdays: 127
buyonclose: 28.95
round(ema,2): 26.92
rsi: 93
tr: 1276.4
upper: 28.29
lower: 24.72
MACD: 0.61268
MACD_SIGNAL: 0.61268
upbreak: 1
lowbreak: 0
typeofbreakout: +upbreak+rsibreak+rsi>rsiema
signalPriviousCount: 2

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

KNSY

SUSS



SUSS


Forecasts two analysis techniques
lates cluster analysis >>>2 symbols
lates technical analysis >>>4 symbols

symbol: SUSS
calculated after close:: 2011-08-18
previousPctMade: 2.059
volume: 161800
avgvolume: 50474
volume/avgvolume: 3.2056
countdays: 127
buyonclose: 18.84
round(ema,2): 17.56
rsi: 88
tr: 830.8
upper: 18.86
lower: 15.07
MACD: 0.51336
MACD_SIGNAL: 0.51336
upbreak: 0
lowbreak: 0
typeofbreakout: +rsibreak+rsi>rsiema
signalPriviousCount: 2

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

SUSS

EK



EK


Forecasts two analysis techniques
lates cluster analysis >>>2 symbols
lates technical analysis >>>4 symbols

symbol: EK
calculated after close:: 2011-08-18
previousPctMade: 13.383
volume: 72367000
avgvolume: 12533864
volume/avgvolume: 5.7737
countdays: 127
buyonclose: 3.05
round(ema,2): 2.36
rsi: 95
tr: 138.5
upper: 3.10
lower: 1.53
MACD: -0.07288
MACD_SIGNAL: -0.07288
upbreak: 0
lowbreak: 0
typeofbreakout: +rsibreak+rsi>rsiema
signalPriviousCount: 1

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

EK

SUSS



SUSS


Forecasts two analysis techniques
lates cluster analysis >>>2 symbols
lates technical analysis >>>4 symbols

symbol: SUSS
cid: 0
cnumber: 2
cscore: 222
lastupdate: 2011-08-19 00:00:00
avg(cscore): 222.0000
count(t.symbol): 7
pct: 0.1577143

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

SUSS

ASFI



ASFI


Forecasts two analysis techniques
lates cluster analysis >>>2 symbols
lates technical analysis >>>4 symbols

symbol: ASFI
cid: 0
cnumber: 1
cscore: 37
lastupdate: 2011-08-19 00:00:00
avg(cscore): 37.0000
count(t.symbol): 9
pct: 0.4196667

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

ASFI

Donnerstag, 18. August 2011

APRI DARA EK HOTT SINA




How does cluster analysis work with equity

My daily forecast has 3 components

1) the simplest part is the technical -analysis running over daily quotes ohlc
time-series 150 day, indicators trigger automatic every day
using:(pasr,bolinger,ema,sma,rsi,macd,st)

2) part two is statistical sampler for (today,2day,5day,10day,30day,all-time)


3) k-means cluster algorithm which test all symbols as the technical analysis,
to split all companies into 10 cluster and after selecting only those symbols
within the top cluster.
k-means uses a matrix to create clusters
like this [50dayCHG%, 200dayCHG%, %todayCHG%, DIV, M.CAP]
for each symbol




so to make them appear in the list
they have be in top cluster + technical signal
and the statistics must show earlier trades making money
for that combination
:)



stock forecast


you have go to there direct
algoservice.com technical-analysis forecast

Mittwoch, 17. August 2011

Cluster Analysis 2011-08-18 ca 6 hours before open


Suggestions:
$LPHI,$GOLD,$RGR,$CSR,$BRFS,$NIF,$KCG,$ADLR,$MKTX,$IOC,



k-means cluster

RESULTS

Forecasts two analysis techniques
lates cluster analysis >>>{$clustern} symbols
lates technical analysis >>>{$techn} symbols

powerd by:

www.algoservice.com\t(equity analysis)




PROJECT-PAGE & FEED














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KCG



KCG


Forecasts two analysis techniques
lates cluster analysis >>>10 symbols
lates technical analysis >>>28 symbols

symbol: KCG
cid: 3
cnumber: 1
cscore: 28
lastupdate: 2011-08-18 00:00:00
avg(cscore): 28.0000
count(t.symbol): 6
pct: 0.2170000

powerd by:

www.algoservice.com (equity analysis)

using (k-means+fittnes+rsi+bb+macd+psar+ema+sma over 5 time-zones)

KCG