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

Tuesday, February 7, 2012

Feb 9, 2012

Latest Predictions

FundPriceChangeDate1-Day PE2-Day PE3-Day PE4-Day PE5-Day PE1-Day Sentiment3-Day Sentiment
D05
$13.51+0.0807 Feb
Bullish
08 Feb (50.1876%)
Bullish
08 Feb (61.1459%)
Bearish
08 Feb (58.0645%)
Bearish
08 Feb (65.3482%)
Bullish
08 Feb (71.9496%)
Bearish (>-0)
08 Feb (30.1565%)
Bearish (>0.25)
08 Feb (54.3276%)
G13
$1.64+0.0107 Feb
Bearish
08 Feb (35.8382%)
Bullish
08 Feb (51.1579%)
Bullish
08 Feb (58.3732%)
Bearish
08 Feb (67.5615%)
Bullish (>0.03)
08 Feb (48.9011%)
Bearish (>0.01)
08 Feb (55.0933%)
C31
$2.74+0.0407 Feb
Bullish
08 Feb (50.2467%)
Bearish
08 Feb (53.7143%)
Bullish
08 Feb (64.2886%)
Bearish
08 Feb (67.5947%)
Bearish
08 Feb (68.8822%)
Bearish (>-0)
08 Feb (30.6477%)
C38U
$1.74+0.0206 Feb
Bullish
07 Feb (48.1511%)
Bearish
07 Feb (60.0152%)
Bearish
07 Feb (61.5730%)
Bearish
07 Feb (69.3191%)
Bullish
07 Feb (70.1571%)
Bearish (>-0)
07 Feb (40.9091%)
C09
$10.48+0.2207 Feb
Bearish
08 Feb (49.9542%)
Bullish
08 Feb (58.0236%)
Bearish
08 Feb (58.6252%)
Bearish
08 Feb (66.6972%)
Bearish (>-0)
08 Feb (28.5714%)
Bullish (>0.2)
08 Feb (39.0144%)
C52
$1.46-0.0007 Feb
Bullish
08 Feb (60.8200%)
Bearish
08 Feb (65.7289%)
F83
$1.20+0.0107 Feb
Bearish
08 Feb (45.0771%)
Bullish
08 Feb (54.1927%)
Bearish
08 Feb (63.1016%)
Bullish
08 Feb (66.6189%)
Bullish
08 Feb (71.6729%)
Bearish (>-0)
08 Feb (32.5000%)
F99
$6.64-0.0107 Feb
Bearish
08 Feb (48.3839%)
Bearish
08 Feb (56.2448%)
Bearish
08 Feb (59.0476%)
Bearish
08 Feb (64.0553%)
Bearish
08 Feb (65.6357%)
E5H
$0.77+0.0107 Feb
Bearish (>-0)
08 Feb (41.0256%)
H78
$5.21+0.0207 Feb
Bullish
08 Feb (48.3698%)
Bearish
08 Feb (53.7859%)
Bearish
08 Feb (63.9870%)
Bearish
08 Feb (65.1722%)
Bearish
08 Feb (68.2429%)
C07
$50.60-0.2107 Feb
Bullish
08 Feb (60.2871%)
BN4
$10.70-0.0207 Feb
Bullish
08 Feb (50.1044%)
Bearish
08 Feb (60.2439%)
Bullish
08 Feb (60.3135%)
Bullish
08 Feb (66.5763%)
Bullish
08 Feb (69.3083%)
Bullish (>0.28)
08 Feb (42.5532%)
Bullish (>0.2)
08 Feb (32.9204%)
N03
$1.40-0.0207 Feb
Bullish
08 Feb (51.7331%)
Bearish
08 Feb (53.8703%)
Bullish
08 Feb (63.1433%)
Bullish
08 Feb (68.9496%)
Bearish
08 Feb (65.2361%)
Bearish (>-0)
08 Feb (29.4118%)
N21
$1.47+0.0307 Feb
Bearish
08 Feb (51.6974%)
Bearish
08 Feb (56.7234%)
Bearish
08 Feb (61.8026%)
Bearish
08 Feb (64.4015%)
Bearish (>-0)
08 Feb (29.3103%)
O39
$8.66+0.0207 Feb
Bullish
08 Feb (52.1916%)
Bullish
08 Feb (60.9620%)
Bearish
08 Feb (59.5784%)
Bullish
08 Feb (68.3150%)
Bullish
08 Feb (71.3826%)
Bearish (>-0)
08 Feb (33.7349%)
Bullish (>0.1)
08 Feb (39.3082%)
U96
$4.89+0.0207 Feb
Bearish
08 Feb (43.7370%)
Bullish
08 Feb (55.1777%)
Bearish
08 Feb (62.9327%)
Bearish
08 Feb (65.7652%)
Bearish
08 Feb (70.8209%)
Bearish (>-0)
08 Feb (38.2682%)
Bearish (>0.06)
08 Feb (61.6959%)
S51
$5.02+0.0607 Feb
Bearish
08 Feb (44.7236%)
Bullish
08 Feb (60.5655%)
Bullish
08 Feb (65.5691%)
Bearish
08 Feb (69.8772%)
Bearish
08 Feb (69.7183%)
Bearish (>-0)
08 Feb (27.4914%)
S59
$3.75+0.0107 Feb
Bearish
08 Feb (44.0104%)
Bearish
08 Feb (52.7042%)
Bearish
08 Feb (61.7440%)
Bearish
08 Feb (64.5441%)
Bearish
08 Feb (68.3889%)
Bearish (>0.04)
08 Feb (47.7295%)
C6L
$10.90+0.1007 Feb
Bullish
08 Feb (51.3226%)
Bearish
08 Feb (56.3490%)
Bearish
08 Feb (59.3741%)
Bearish
08 Feb (63.5314%)
Bullish
08 Feb (69.9851%)
Bearish (>-0)
08 Feb (27.9126%)
Bullish (>0.2)
08 Feb (37.9475%)
Z74
$3.14+0.0207 Feb
Bullish
08 Feb (44.7581%)
Bearish
08 Feb (52.6998%)
Bearish
08 Feb (58.0830%)
Bearish
08 Feb (62.5879%)
Bullish
08 Feb (67.6175%)
Bearish (>-0)
08 Feb (32.8152%)
S68
$7.05+0.1307 Feb
Bearish
08 Feb (46.9407%)
Bearish
08 Feb (54.2257%)
Bullish
08 Feb (66.1532%)
Bullish
08 Feb (71.3987%)
Bearish
08 Feb (67.7940%)
Bearish (>-0)
08 Feb (33.7922%)
T39
$3.67+0.0007 Feb
Bearish
08 Feb (40.5104%)
Bearish
08 Feb (58.3391%)
Bearish
08 Feb (59.8406%)
Bullish
08 Feb (72.0806%)
Bullish (>0.04)
08 Feb (38.4000%)
CC3
$2.85+0.0107 Feb
Bearish
08 Feb (46.6602%)
Bearish
08 Feb (53.6543%)
Bullish
08 Feb (67.5908%)
Bullish
08 Feb (70.3567%)
S63
$2.98+0.0407 Feb
Bullish
08 Feb (48.2514%)
Bearish
08 Feb (55.7754%)
Bullish
08 Feb (59.5799%)
Bearish
08 Feb (66.7038%)
Bearish (>-0)
08 Feb (38.7917%)
MS7
$1.44+0.0107 Feb
Bearish
08 Feb (42.7586%)
Bearish
08 Feb (56.1404%)
Bullish
08 Feb (62.6335%)
Bearish
08 Feb (76.0870%)
Bearish (>0.03)
08 Feb (60.7595%)
AK3
$0.72+0.0507 Feb
Bullish
08 Feb (48.9862%)
Bullish
08 Feb (53.7170%)
Bullish
08 Feb (58.9357%)
Bullish
08 Feb (64.9289%)
Bullish
08 Feb (67.0245%)
Bullish (>0.06)
08 Feb (50.2901%)
Bullish (>0.04)
08 Feb (52.1905%)
U11
$17.53+0.0607 Feb
Bearish
08 Feb (50.3660%)
Bearish
08 Feb (57.3722%)
Bearish
08 Feb (61.1702%)
Bearish
08 Feb (63.1667%)
Bearish
08 Feb (67.5347%)
Bearish (>-0)
08 Feb (34.8485%)
Bearish (>0.22)
08 Feb (50.5960%)
JS8
$1.40+0.0207 Feb
Bullish
08 Feb (40.0000%)
Bullish
08 Feb (50.2370%)
Bullish
08 Feb (56.7089%)
Bearish
08 Feb (70.4280%)
Bearish
08 Feb (75.8893%)
Bearish (>-0)
08 Feb (35.5556%)
Bullish (>0.03)
08 Feb (35.4545%)
MC0
$2.02+0.0007 Feb
Bullish
08 Feb (46.8619%)
Bearish
08 Feb (54.9828%)
Bearish
08 Feb (59.7786%)
Bearish
08 Feb (68.4746%)
Bearish
08 Feb (70.1639%)
Bearish (>-0)
08 Feb (36.5385%)
Bearish (>0.03)
08 Feb (42.1053%)
F34
$5.67+0.0007 Feb
Bearish
08 Feb (47.4641%)
Bearish
08 Feb (54.4474%)
Bearish
08 Feb (62.6642%)
Bullish
08 Feb (72.8129%)
Bearish
08 Feb (70.3774%)
Bearish (>-0)
08 Feb (28.2098%)
O32
$2.71+0.0807 Feb
Bearish
08 Feb (40.4092%)
Bearish
08 Feb (53.9661%)
Bearish
08 Feb (58.8542%)
Bearish
08 Feb (65.3491%)
Bearish
08 Feb (64.8221%)
F10
$0.36+0.0207 Feb
Bearish (>0.01)
08 Feb (53.6703%)
5IG
$0.32+0.0107 Feb
Bearish
08 Feb (60.3648%)
Bullish (>0.01)
08 Feb (66.0377%)
5IM
$0.15+0.0007 Feb
Bearish
08 Feb (39.1304%)
Bearish (>0.01)
08 Feb (63.2293%)
600
$1.46+0.0107 Feb
Bearish
08 Feb (41.0804%)
Bearish
08 Feb (52.7197%)
Bearish
08 Feb (68.3114%)
Bearish
08 Feb (71.5385%)
Z59
$0.44-0.0907 Feb
Bullish
08 Feb (67.1968%)
Bullish
08 Feb (69.5312%)
Bearish
08 Feb (71.5596%)
Bullish (>0.02)
08 Feb (66.1765%)
Bearish (>0.01)
08 Feb (59.8131%)
558
$0.48+0.0007 Feb
Bullish
08 Feb (63.5824%)
Bearish
08 Feb (64.7278%)
M1P
$0.73+0.0007 Feb
Bearish
08 Feb (45.6790%)
Bearish
08 Feb (50.0000%)
Bearish
08 Feb (67.8112%)
Bearish
08 Feb (74.2188%)
Bearish
08 Feb (72.9242%)
5GJ
$0.38+0.0107 Feb
Bullish
08 Feb (60.1990%)
Bearish
08 Feb (70.6587%)
Bullish (>0.03)
08 Feb (61.4786%)
B20
$1.63-0.0407 Feb
Bullish (>0.02)
08 Feb (38.5593%)
B69
$0.37+0.0007 Feb
Bullish
08 Feb (59.2058%)
Bullish
08 Feb (66.8224%)
Bullish
08 Feb (75.6082%)
Bullish (>0.02)
08 Feb (52.1341%)
G92
$1.18+0.0107 Feb
Bullish
08 Feb (49.6432%)
Bearish
08 Feb (54.8406%)
Bullish
08 Feb (63.6821%)
Bearish
08 Feb (67.8967%)
Bearish
08 Feb (70.6388%)
K2N
$1.01+0.0107 Feb
Bearish
08 Feb (43.4783%)
Bearish
08 Feb (53.3693%)
Bearish
08 Feb (66.4921%)
Bearish
08 Feb (67.9144%)
Bearish (>0.03)
08 Feb (44.4444%)
C29
$0.44+0.0007 Feb
Bearish
08 Feb (72.6606%)
Bearish (>0.01)
08 Feb (62.7675%)
5ME
$0.80+0.0107 Feb
Bearish
08 Feb (34.7003%)
Bearish
08 Feb (45.5959%)
Bearish
08 Feb (65.6205%)
Bearish
08 Feb (70.6223%)
5DN
$1.16+0.0007 Feb
Bearish
08 Feb (56.2681%)
Bullish
08 Feb (67.5876%)
Bearish
08 Feb (70.2647%)
Bearish (>-0)
08 Feb (37.2771%)
EB5
$1.82+0.0307 Feb
Bearish
08 Feb (43.1703%)
Bearish
08 Feb (51.4502%)
Bearish
08 Feb (58.6599%)
Bearish
08 Feb (65.0386%)
Bearish
08 Feb (70.1571%)
Bearish (>-0)
08 Feb (43.8871%)
Bearish (>0.02)
08 Feb (46.0674%)
H22
$2.00+0.0107 Feb
Bearish
08 Feb (45.6940%)
Bullish
08 Feb (53.3214%)
Bullish
08 Feb (59.3023%)
Bearish
08 Feb (71.5496%)
Bullish
08 Feb (69.0334%)
Bullish (>0.06)
08 Feb (41.9401%)
Bullish (>0.04)
08 Feb (40.8813%)
J36
$54.00+0.3307 Feb
Bearish
08 Feb (53.6415%)
Bearish
08 Feb (58.3187%)
Bearish
08 Feb (62.3377%)
Bearish
08 Feb (65.2720%)
Bullish
08 Feb (71.2921%)
Bearish (>0.05)
08 Feb (31.5232%)
Bearish (>0.4)
08 Feb (57.3466%)
J37
$31.70+0.3207 Feb
Bullish
08 Feb (51.5306%)
Bearish
08 Feb (58.9686%)
Bearish
08 Feb (65.8992%)
Bearish
08 Feb (69.1188%)
Bullish (>0.35)
08 Feb (48.8152%)
Bullish (>0.2)
08 Feb (52.8678%)
K17
$2.93+0.0407 Feb
Bearish
08 Feb (50.0000%)
Bullish
08 Feb (56.6280%)
Bullish
08 Feb (63.8628%)
Bearish
08 Feb (73.7071%)
Bullish
08 Feb (71.3722%)
Bearish (>-0)
08 Feb (27.2127%)
B2F
$2.42+0.0007 Feb
Bullish
08 Feb (48.1308%)
Bullish
08 Feb (60.2151%)
Bullish
08 Feb (66.0996%)
Bullish
08 Feb (69.6449%)
Bullish (>0.04)
08 Feb (32.6180%)
MV4
$0.60+0.0607 Feb
Bearish
08 Feb (60.4878%)
Bearish
08 Feb (72.2022%)
Bearish (>-0)
08 Feb (17.6471%)
Bullish (>0.02)
08 Feb (34.9206%)
5EN
$0.42+0.0107 Feb
Bullish
08 Feb (63.3682%)
Bearish
08 Feb (65.1418%)
Bearish
08 Feb (70.2703%)
O23
$1.30-0.0107 Feb
Bullish
08 Feb (57.1657%)
Bullish
08 Feb (66.8151%)
Bearish
08 Feb (64.5549%)
Bullish
08 Feb (74.5823%)
Bearish (>-0)
08 Feb (51.6402%)
Bearish (>0.02)
08 Feb (54.3235%)
P11
$0.24+0.0107 Feb
Bearish (>-0)
08 Feb (50.5155%)
Bullish (>0.01)
08 Feb (59.6154%)
O9E
$1.54+0.0007 Feb
Bearish
08 Feb (70.0000%)
Bearish
08 Feb (50.0000%)
Bearish
08 Feb (64.7059%)
Bearish
08 Feb (60.0000%)
Bearish
08 Feb (57.1429%)
Bearish (>0.02)
08 Feb (57.1429%)
IX2
$0.82+0.0107 Feb
Bearish
08 Feb (35.2000%)
Bearish
08 Feb (50.0000%)
Bullish
08 Feb (61.1670%)
Bullish
08 Feb (67.4699%)
Bearish
08 Feb (73.9130%)
Bullish (>0.03)
08 Feb (33.0275%)
Bullish (>0.02)
08 Feb (38.0531%)
L6T
$0.39+0.0107 Feb
Bullish
08 Feb (75.2858%)
Bearish
08 Feb (69.7059%)
Bullish (>0.04)
08 Feb (75.2475%)
P05
$0.68-0.0107 Feb
Bullish
08 Feb (60.7071%)
Bearish
08 Feb (71.3697%)
NR7
$0.46+0.0007 Feb
Bearish
08 Feb (60.3352%)
Bearish
08 Feb (69.0370%)
S58
$2.39+0.0407 Feb
Bearish
08 Feb (42.3500%)
Bearish
08 Feb (50.7740%)
Bearish
08 Feb (54.7200%)
Bearish
08 Feb (57.5517%)
Bearish
08 Feb (61.9551%)
Bearish (>-0)
08 Feb (34.6232%)
Bearish (>0.03)
08 Feb (38.8889%)
S08
$0.98+0.0007 Feb
OV8
$0.48+0.0207 Feb
Bullish
08 Feb (51.6129%)
Bullish
08 Feb (58.3333%)
Bearish
08 Feb (64.5161%)
Bearish
08 Feb (71.1111%)
Bullish (>0.02)
08 Feb (59.2593%)
Bearish (>0.01)
08 Feb (56.2500%)
S53
$1.73+0.0007 Feb
Bullish
08 Feb (47.4359%)
Bullish
08 Feb (56.0000%)
Bullish
08 Feb (61.4173%)
Bullish
08 Feb (62.4621%)
S24
$0.55+0.0007 Feb
Bullish
08 Feb (59.8964%)
Bearish
08 Feb (72.5466%)
A7S
$0.55+0.0207 Feb
Bearish
08 Feb (51.5050%)
Bearish
08 Feb (65.8487%)
Bearish
08 Feb (72.6930%)
Bullish (>0.02)
08 Feb (38.9549%)
Bullish (>0.01)
08 Feb (40.4819%)
T03
$0.86-0.0207 Feb
Bullish
08 Feb (42.2583%)
Bullish
08 Feb (65.2564%)
Bullish
08 Feb (67.5279%)
Bullish (>0.02)
08 Feb (52.6066%)
Y92
$0.29+0.0107 Feb
J7X
$0.72+0.0107 Feb
Bearish
08 Feb (40.7311%)
Bullish
08 Feb (53.3808%)
Bearish
08 Feb (62.2120%)
Bearish
08 Feb (65.6587%)
Bearish
08 Feb (71.1019%)
Bearish (>-0)
08 Feb (30.0654%)
T24
$0.30+0.0107 Feb
Bullish (>0.01)
08 Feb (47.9691%)
U10
$1.65+0.0007 Feb
Bullish
08 Feb (67.3806%)
Bearish
08 Feb (72.9940%)
U14
$4.60+0.0807 Feb
Bullish
08 Feb (46.9457%)
Bullish
08 Feb (56.4128%)
Bearish
08 Feb (63.4204%)
Bearish
08 Feb (67.8910%)
Bearish
08 Feb (70.8876%)
Bearish (>-0)
08 Feb (31.0030%)
C3T
$0.17+0.0007 Feb
Bearish
08 Feb (41.1765%)
Bearish
08 Feb (69.4545%)
Bearish (>-0)
08 Feb (39.7626%)
U04
$2.20+0.0107 Feb
Bullish
08 Feb (55.3120%)
Bearish
08 Feb (63.7588%)
Bullish
08 Feb (67.8261%)
Bearish
08 Feb (74.8027%)
Bullish (>0.02)
08 Feb (49.3469%)
U19
$0.37+0.0007 Feb
Bullish
08 Feb (53.7383%)
Bearish
08 Feb (57.5342%)
V03
$7.46+0.0607 Feb
Bearish
08 Feb (47.9240%)
Bearish
08 Feb (54.4065%)
Bullish
08 Feb (66.4093%)
Bullish
08 Feb (69.1489%)
Bullish
08 Feb (70.0465%)
W05
$1.26+0.0107 Feb
Bearish
08 Feb (44.9594%)
Bearish
08 Feb (53.7657%)
Bearish
08 Feb (59.0267%)
Bearish
08 Feb (65.8695%)
Bearish (>-0)
08 Feb (33.1754%)
BS6
$1.20+0.0107 Feb
Bearish
08 Feb (42.7128%)
Bearish
08 Feb (51.2290%)
Bullish
08 Feb (57.6628%)
Bullish
08 Feb (65.1751%)
Bullish
08 Feb (71.2909%)
Z25
$1.22+0.0407 Feb
Bearish
08 Feb (46.9579%)
Bullish
08 Feb (56.4246%)
Bearish
08 Feb (58.9595%)
Bearish
08 Feb (66.0106%)
Bearish
08 Feb (69.6578%)
Bearish (>-0)
08 Feb (32.0792%)
5DM
$0.38+0.0007 Feb
Bearish
08 Feb (61.6043%)
Bearish
08 Feb (70.0291%)
Bearish
08 Feb (71.5084%)
Bearish (>-0)
08 Feb (55.1913%)
Bearish (>0.01)
08 Feb (60.0484%)
Y02
$0.26+0.0107 Feb
Bearish
08 Feb (58.3026%)
Bearish (>-0)
08 Feb (75.3363%)
Bearish (>0.01)
08 Feb (57.9560%)
AJ1
$2.41+0.0207 Feb
Bullish
08 Feb (51.7159%)
Bearish
08 Feb (54.6521%)
Bullish
08 Feb (66.8635%)
Bullish
08 Feb (70.0422%)
Bullish
08 Feb (74.5494%)
J85
$1.68+0.0007 Feb
Bullish
08 Feb (46.4320%)
Bullish
08 Feb (56.8345%)
Bullish
08 Feb (61.7774%)
Bearish
08 Feb (67.6660%)
Bullish
08 Feb (68.0062%)
Bullish (>0.04)
08 Feb (46.4945%)
Posted by at 1:06 PM

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