My experiments on using Machine Learning on time-series datasets with Hurst exponent approaching 0.5.

Monday, February 6, 2012

Feb 8, 2012

Latest Predictions

FundPriceChangeDate1-Day PE2-Day PE3-Day PE4-Day PE5-Day PE1-Day Sentiment3-Day Sentiment
D05
$13.43+0.0306 Feb
Bullish
07 Feb (50.1876%)
Bullish
07 Feb (61.1459%)
Bearish
07 Feb (58.0645%)
Bullish
07 Feb (69.7819%)
Bullish
07 Feb (71.9496%)
Bearish (>-0)
07 Feb (30.1565%)
Bearish (>0.25)
07 Feb (54.3276%)
G13
$1.64+0.0206 Feb
Bullish
07 Feb (43.6321%)
Bullish
07 Feb (51.1579%)
Bearish
07 Feb (61.3260%)
Bearish
07 Feb (67.5615%)
Bullish
07 Feb (68.7047%)
Bearish (>0.01)
07 Feb (55.0933%)
C31
$2.70+0.0506 Feb
Bearish
07 Feb (45.0065%)
Bearish
07 Feb (53.7143%)
Bearish
07 Feb (61.7831%)
Bearish
07 Feb (67.5947%)
Bearish
07 Feb (68.8822%)
Bearish (>-0)
07 Feb (30.6477%)
C38U
$1.72+0.0003 Feb
Bullish
04 Feb (48.1511%)
Bullish
04 Feb (55.7929%)
Bullish
04 Feb (60.6168%)
Bearish
04 Feb (69.3191%)
Bullish
04 Feb (70.1571%)
C09
$10.26+0.1206 Feb
Bullish
07 Feb (51.7658%)
Bullish
07 Feb (58.0236%)
Bearish
07 Feb (58.6252%)
Bearish
07 Feb (66.6972%)
Bearish
07 Feb (65.9838%)
Bearish (>-0)
07 Feb (28.5714%)
C52
$1.46+0.0006 Feb
Bearish
07 Feb (46.8606%)
Bearish
07 Feb (50.1802%)
Bearish
07 Feb (65.7289%)
F83
$1.19+0.0106 Feb
Bullish
07 Feb (49.1450%)
Bullish
07 Feb (62.2394%)
Bearish
07 Feb (69.1321%)
Bullish
07 Feb (71.6729%)
Bearish (>-0)
07 Feb (32.5000%)
F99
$6.65-0.0106 Feb
Bullish
07 Feb (50.0649%)
Bearish
07 Feb (56.2448%)
Bearish
07 Feb (59.0476%)
Bearish
07 Feb (64.0553%)
Bearish
07 Feb (65.6357%)
E5H
$0.76+0.0206 Feb
Bearish
07 Feb (44.6701%)
Bullish
07 Feb (69.4045%)
H78
$5.19+0.0806 Feb
Bullish
07 Feb (48.3698%)
Bearish
07 Feb (53.7859%)
Bearish
07 Feb (63.9870%)
Bearish
07 Feb (65.1722%)
Bullish
07 Feb (69.6266%)
Bullish (>0.09)
07 Feb (46.1818%)
C07
$50.81-0.4306 Feb
Bullish
07 Feb (50.9949%)
Bearish
07 Feb (58.8914%)
BN4
$10.72+0.1506 Feb
Bullish
07 Feb (50.1044%)
Bullish
07 Feb (58.7026%)
Bullish
07 Feb (60.3135%)
Bearish
07 Feb (71.8853%)
Bearish
07 Feb (76.7519%)
Bullish (>0.28)
07 Feb (42.5532%)
Bullish (>0.2)
07 Feb (32.9204%)
N03
$1.42-0.0006 Feb
Bearish
07 Feb (46.1458%)
Bullish
07 Feb (59.0209%)
Bearish
07 Feb (59.1680%)
Bearish
07 Feb (64.5753%)
Bearish
07 Feb (65.2361%)
Bearish (>-0)
07 Feb (29.4118%)
N21
$1.44+0.0506 Feb
Bearish
07 Feb (43.6129%)
Bearish
07 Feb (51.6974%)
Bearish
07 Feb (56.7234%)
Bearish
07 Feb (61.8026%)
Bearish
07 Feb (64.4015%)
Bearish (>-0)
07 Feb (29.3103%)
Bearish (>0.05)
07 Feb (56.7108%)
O39
$8.64-0.0406 Feb
Bullish
07 Feb (52.1916%)
Bullish
07 Feb (60.9620%)
Bullish
07 Feb (65.1508%)
Bullish
07 Feb (68.3150%)
Bullish
07 Feb (71.3826%)
Bearish (>-0)
07 Feb (33.7349%)
Bullish (>0.1)
07 Feb (39.3082%)
U96
$4.87+0.1606 Feb
Bearish
07 Feb (43.7370%)
Bearish
07 Feb (52.1155%)
Bearish
07 Feb (62.9327%)
Bearish
07 Feb (65.7652%)
Bearish
07 Feb (70.8209%)
Bullish (>0.1)
07 Feb (52.5974%)
Bearish (>0.06)
07 Feb (61.6959%)
S51
$4.96+0.1106 Feb
Bearish
07 Feb (44.7236%)
Bullish
07 Feb (60.5655%)
Bearish
07 Feb (62.5874%)
Bullish
07 Feb (69.6237%)
Bullish
07 Feb (71.5177%)
Bearish (>-0)
07 Feb (27.4914%)
Bullish (>0.1)
07 Feb (43.6214%)
S59
$3.74+0.0606 Feb
Bearish
07 Feb (44.0104%)
Bearish
07 Feb (52.7042%)
Bearish
07 Feb (61.7440%)
Bearish
07 Feb (64.5441%)
Bearish
07 Feb (68.3889%)
Bearish (>0.04)
07 Feb (47.7295%)
C6L
$10.80+0.1906 Feb
Bearish
07 Feb (48.9594%)
Bearish
07 Feb (56.3490%)
Bearish
07 Feb (59.3741%)
Bearish
07 Feb (63.5314%)
Bullish
07 Feb (69.9851%)
Bearish (>-0)
07 Feb (27.9126%)
Z74
$3.12-0.0406 Feb
Bullish
07 Feb (44.7581%)
Bearish
07 Feb (52.6998%)
Bearish
07 Feb (58.0830%)
Bullish
07 Feb (63.3632%)
Bearish
07 Feb (66.0846%)
S68
$6.92+0.2206 Feb
Bearish
07 Feb (46.9407%)
Bearish
07 Feb (54.2257%)
Bullish
07 Feb (66.1532%)
Bearish
07 Feb (65.9384%)
Bearish
07 Feb (67.7940%)
Bearish (>-0)
07 Feb (33.7922%)
T39
$3.67+0.0006 Feb
Bearish
07 Feb (40.5104%)
Bearish
07 Feb (50.5435%)
Bearish
07 Feb (58.3391%)
Bullish (>0.04)
07 Feb (38.4000%)
CC3
$2.84+0.0006 Feb
Bearish
07 Feb (46.6602%)
Bearish
07 Feb (58.2946%)
Bearish
07 Feb (63.1880%)
Bullish
07 Feb (70.3567%)
S63
$2.94+0.0206 Feb
Bullish
07 Feb (48.2514%)
Bearish
07 Feb (55.7754%)
Bearish
07 Feb (62.1504%)
Bullish
07 Feb (64.6853%)
Bearish
07 Feb (66.7038%)
Bearish (>-0)
07 Feb (38.7917%)
MS7
$1.44+0.0206 Feb
Bearish
07 Feb (42.7586%)
Bearish
07 Feb (56.1404%)
Bullish
07 Feb (62.6335%)
Bullish
07 Feb (71.1246%)
Bearish
07 Feb (76.0870%)
Bearish (>0.03)
07 Feb (60.7595%)
AK3
$0.66+0.0506 Feb
Bullish
07 Feb (48.9862%)
Bearish
07 Feb (54.3834%)
Bullish
07 Feb (58.9357%)
Bearish
07 Feb (70.3322%)
Bullish (>0.04)
07 Feb (52.1905%)
U11
$17.47+0.0106 Feb
Bullish
07 Feb (52.5362%)
Bearish
07 Feb (57.3722%)
Bearish
07 Feb (61.1702%)
Bearish
07 Feb (63.1667%)
Bullish
07 Feb (71.9041%)
Bullish (>0.3)
07 Feb (42.4102%)
Bearish (>0.22)
07 Feb (50.5960%)
JS8
$1.37+0.0206 Feb
Bullish
07 Feb (40.0000%)
Bearish
07 Feb (66.0508%)
Bearish
07 Feb (70.4280%)
Bearish
07 Feb (75.8893%)
MC0
$2.02+0.0406 Feb
Bullish
07 Feb (46.8619%)
Bearish
07 Feb (54.9828%)
Bearish
07 Feb (59.7786%)
Bearish
07 Feb (68.4746%)
Bearish
07 Feb (70.1639%)
Bearish (>-0)
07 Feb (36.5385%)
Bearish (>0.03)
07 Feb (42.1053%)
F34
$5.67+0.0206 Feb
Bearish
07 Feb (47.4641%)
Bearish
07 Feb (54.4474%)
Bearish
07 Feb (62.6642%)
Bearish
07 Feb (67.6285%)
Bearish
07 Feb (70.3774%)
Bearish (>-0)
07 Feb (28.2098%)
Bearish (>0.09)
07 Feb (56.1798%)
O32
$2.63+0.0206 Feb
Bearish
07 Feb (53.9661%)
Bearish
07 Feb (58.8542%)
Bearish
07 Feb (65.3491%)
Bearish
07 Feb (64.8221%)
Bearish (>0.06)
07 Feb (60.9808%)
F10
$0.33+0.0106 Feb
Bullish
07 Feb (44.1247%)
Bearish (>-0)
07 Feb (54.5994%)
5IG
$0.32-0.0106 Feb
Bullish
07 Feb (57.2840%)
Bullish
07 Feb (75.8377%)
Bearish (>-0)
07 Feb (79.4030%)
5IM
$0.15+0.0006 Feb
Bullish (>0.01)
07 Feb (65.1163%)
Bearish (>0.01)
07 Feb (63.2293%)
600
$1.45+0.0206 Feb
Bullish
07 Feb (56.2410%)
Bearish
07 Feb (68.3114%)
Bearish
07 Feb (71.5385%)
Bearish (>-0)
07 Feb (37.8571%)
Z59
$0.52+0.0606 Feb
Bearish
07 Feb (29.7297%)
Bearish
07 Feb (61.9048%)
Bullish
07 Feb (73.0496%)
Bearish
07 Feb (71.5596%)
Bearish
07 Feb (76.8000%)
Bearish (>-0)
07 Feb (56.5321%)
Bearish (>0.01)
07 Feb (59.8131%)
558
$0.48+0.0006 Feb
Bearish
07 Feb (61.6175%)
M1P
$0.73+0.0106 Feb
Bullish
07 Feb (41.4286%)
Bearish
07 Feb (50.0000%)
Bearish
07 Feb (67.8112%)
Bearish
07 Feb (74.2188%)
Bearish
07 Feb (72.9242%)
5GJ
$0.36-0.0106 Feb
Bearish
07 Feb (64.3551%)
Bearish
07 Feb (70.6587%)
Bearish (>-0)
07 Feb (50.0888%)
B20
$1.68+0.0106 Feb
Bearish
07 Feb (36.8421%)
Bearish
07 Feb (46.5409%)
Bullish (>0.02)
07 Feb (38.5593%)
B69
$0.37+0.0006 Feb
Bullish
07 Feb (59.2058%)
Bullish
07 Feb (66.8224%)
Bullish
07 Feb (75.6082%)
Bullish (>0.02)
07 Feb (52.1341%)
G92
$1.18+0.0206 Feb
Bullish
07 Feb (49.6432%)
Bearish
07 Feb (54.8406%)
Bearish
07 Feb (61.9625%)
Bearish
07 Feb (67.8967%)
Bullish
07 Feb (71.7480%)
K2N
$1.00+0.0706 Feb
Bearish
07 Feb (43.4783%)
Bullish
07 Feb (49.6732%)
Bearish
07 Feb (66.4921%)
Bearish
07 Feb (67.9144%)
Bearish
07 Feb (71.1957%)
C29
$0.44+0.0106 Feb
5ME
$0.78+0.0306 Feb
Bearish
07 Feb (45.5959%)
Bearish
07 Feb (65.6205%)
Bearish
07 Feb (70.6223%)
5DN
$1.16+0.0406 Feb
Bearish
07 Feb (56.2681%)
Bearish
07 Feb (62.1444%)
Bearish
07 Feb (66.6667%)
Bearish
07 Feb (70.2647%)
Bearish (>-0)
07 Feb (37.2771%)
EB5
$1.78+0.0606 Feb
Bearish
07 Feb (43.1703%)
Bearish
07 Feb (51.4502%)
Bearish
07 Feb (58.6599%)
Bearish
07 Feb (65.0386%)
Bearish (>-0)
07 Feb (43.8871%)
H22
$1.99+0.0406 Feb
Bearish
07 Feb (57.2529%)
Bullish
07 Feb (59.3023%)
Bearish
07 Feb (71.5496%)
Bullish
07 Feb (69.0334%)
Bullish (>0.04)
07 Feb (40.8813%)
J36
$53.67+1.2706 Feb
Bearish
07 Feb (53.6415%)
Bearish
07 Feb (58.3187%)
Bullish
07 Feb (64.6611%)
Bearish
07 Feb (65.2720%)
Bearish
07 Feb (66.3312%)
Bearish (>0.05)
07 Feb (31.5232%)
Bearish (>0.4)
07 Feb (57.3466%)
J37
$31.38+0.1506 Feb
Bearish
07 Feb (51.2627%)
Bearish
07 Feb (58.9686%)
Bearish
07 Feb (63.3703%)
Bullish
07 Feb (67.4089%)
Bearish
07 Feb (69.1188%)
Bullish (>0.34)
07 Feb (48.8152%)
Bearish (>0.2)
07 Feb (57.8199%)
K17
$2.89+0.0606 Feb
Bearish
07 Feb (50.0000%)
Bullish
07 Feb (56.6280%)
Bullish
07 Feb (63.8628%)
Bearish
07 Feb (73.7071%)
Bearish
07 Feb (76.0730%)
Bearish (>-0)
07 Feb (27.2127%)
B2F
$2.42+0.0106 Feb
Bullish
07 Feb (48.1308%)
Bullish
07 Feb (60.2151%)
Bullish
07 Feb (66.0996%)
Bullish
07 Feb (69.6449%)
MV4
$0.53+0.0006 Feb
Bearish
07 Feb (35.3982%)
Bearish
07 Feb (57.3248%)
Bearish
07 Feb (71.0425%)
Bearish
07 Feb (72.2022%)
Bullish (>0.03)
07 Feb (24.5283%)
Bearish (>0.02)
07 Feb (48.4211%)
5EN
$0.42-0.0206 Feb
Bearish
07 Feb (70.2703%)
O23
$1.30+0.0106 Feb
Bearish
07 Feb (41.4286%)
Bullish
07 Feb (57.1657%)
Bullish
07 Feb (66.8151%)
Bearish
07 Feb (64.5549%)
Bearish
07 Feb (65.0320%)
Bearish (>-0)
07 Feb (51.6402%)
Bearish (>0.02)
07 Feb (54.3235%)
P11
$0.24+0.0006 Feb
O9E
$1.54+0.0406 Feb
Bearish
07 Feb (50.0000%)
IX2
$0.82+0.0206 Feb
Bearish
07 Feb (35.2000%)
Bearish
07 Feb (50.0000%)
Bullish
07 Feb (61.1670%)
Bearish
07 Feb (71.3217%)
Bearish
07 Feb (73.9130%)
Bullish (>0.03)
07 Feb (33.0275%)
Bullish (>0.02)
07 Feb (38.0531%)
L6T
$0.38-0.0106 Feb
P05
$0.69+0.0006 Feb
Bearish
07 Feb (43.0872%)
Bearish
07 Feb (71.3697%)
NR7
$0.46+0.0006 Feb
Bearish
07 Feb (69.0370%)
S58
$2.35+0.0406 Feb
Bullish
07 Feb (40.5731%)
Bullish
07 Feb (56.8987%)
Bullish
07 Feb (63.9075%)
Bearish
07 Feb (57.5517%)
Bearish
07 Feb (61.9551%)
Bullish (>0.04)
07 Feb (36.0360%)
Bearish (>0.03)
07 Feb (38.8889%)
S08
$0.98+0.0106 Feb
Bearish
07 Feb (70.0157%)
OV8
$0.46+0.0006 Feb
Bullish
07 Feb (51.6129%)
Bearish (>-0)
07 Feb (68.7500%)
S53
$1.73+0.0006 Feb
Bullish
07 Feb (56.0000%)
Bullish
07 Feb (61.4173%)
S24
$0.55+0.0106 Feb
Bearish
07 Feb (41.8265%)
Bullish
07 Feb (48.0319%)
Bullish
07 Feb (64.0000%)
A7S
$0.53+0.0006 Feb
Bearish
07 Feb (59.7260%)
Bearish
07 Feb (65.8487%)
Bearish
07 Feb (72.6930%)
Bullish (>0.01)
07 Feb (40.4819%)
T03
$0.86+0.0106 Feb
Bullish
07 Feb (54.1063%)
Bullish
07 Feb (67.5279%)
Y92
$0.28+0.0006 Feb
J7X
$0.72-0.0106 Feb
Bearish
07 Feb (40.7311%)
Bearish
07 Feb (62.2120%)
Bullish
07 Feb (67.2566%)
Bearish
07 Feb (71.1019%)
Bearish (>-0)
07 Feb (30.0654%)
T24
$0.30+0.0106 Feb
Bearish
07 Feb (58.4416%)
Bearish (>-0)
07 Feb (67.9831%)
Bearish (>0.01)
07 Feb (63.5724%)
U10
$1.65+0.0206 Feb
Bearish
07 Feb (56.8507%)
Bearish
07 Feb (64.9706%)
Bearish
07 Feb (72.9940%)
U14
$4.52+0.0606 Feb
Bullish
07 Feb (46.9457%)
Bearish
07 Feb (57.8298%)
Bearish
07 Feb (63.4204%)
Bullish
07 Feb (65.4578%)
Bearish
07 Feb (70.8876%)
C3T
$0.18+0.0106 Feb
Bearish
07 Feb (41.1765%)
Bearish
07 Feb (52.4675%)
Bearish
07 Feb (69.4545%)
Bearish (>-0)
07 Feb (39.7626%)
U04
$2.19+0.0206 Feb
Bullish
07 Feb (41.4587%)
Bullish
07 Feb (55.3120%)
Bearish
07 Feb (63.7588%)
Bullish
07 Feb (67.8261%)
Bearish
07 Feb (74.8027%)
Bullish (>0.02)
07 Feb (49.3469%)
U19
$0.36-0.0106 Feb
Bearish
07 Feb (38.1166%)
Bearish
07 Feb (42.0108%)
Bullish
07 Feb (65.8135%)
Bearish
07 Feb (57.5342%)
Bullish
07 Feb (74.6032%)
V03
$7.40+0.1706 Feb
Bullish
07 Feb (52.2189%)
Bearish
07 Feb (54.4065%)
Bearish
07 Feb (64.5985%)
Bullish
07 Feb (69.1489%)
Bullish
07 Feb (70.0465%)
W05
$1.26+0.0206 Feb
Bearish
07 Feb (44.9594%)
Bearish
07 Feb (53.7657%)
Bearish
07 Feb (59.0267%)
Bearish
07 Feb (69.9533%)
Bearish (>-0)
07 Feb (33.1754%)
Bullish (>0.03)
07 Feb (47.3077%)
BS6
$1.19+0.0306 Feb
Bearish
07 Feb (42.7128%)
Bearish
07 Feb (51.2290%)
Bullish
07 Feb (57.6628%)
Bullish
07 Feb (65.1751%)
Bullish
07 Feb (71.2909%)
Bearish (>-0)
07 Feb (41.1594%)
Bearish (>0.03)
07 Feb (56.0647%)
Z25
$1.18+0.0206 Feb
Bearish
07 Feb (46.9579%)
Bullish
07 Feb (56.4246%)
Bearish
07 Feb (58.9595%)
Bearish
07 Feb (66.0106%)
Bullish
07 Feb (71.8672%)
Bearish (>-0)
07 Feb (32.0792%)
5DM
$0.38+0.0206 Feb
Bearish
07 Feb (61.6043%)
Bearish
07 Feb (70.0291%)
Bearish
07 Feb (71.5084%)
Bearish (>-0)
07 Feb (55.1913%)
Y02
$0.25+0.0006 Feb
Bearish
07 Feb (58.3026%)
AJ1
$2.39-0.0106 Feb
Bearish
07 Feb (43.7438%)
Bearish
07 Feb (54.6521%)
Bullish
07 Feb (66.8635%)
Bullish
07 Feb (70.0422%)
Bearish
07 Feb (71.9397%)
Bearish (>-0)
07 Feb (25.4473%)
Bearish (>0.07)
07 Feb (59.1045%)
J85
$1.68+0.0306 Feb
Bearish
07 Feb (44.9367%)
Bullish
07 Feb (61.7774%)
Bullish
07 Feb (66.5037%)
Bullish
07 Feb (68.0062%)
Bearish (>-0)
07 Feb (32.7416%)
Bearish (>0.03)
07 Feb (55.1020%)

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