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

Saturday, February 11, 2012

Feb 13, 2012

Latest Predictions

FundPriceChangeDate1-Day PE2-Day PE3-Day PE4-Day PE5-Day PE1-Day Sentiment3-Day Sentiment
D05
$13.55+0.0010 Feb
Bullish
11 Feb (50.1876%)
Bearish
11 Feb (55.2724%)
Bearish
11 Feb (58.0645%)
Bullish
11 Feb (69.7819%)
Bullish
11 Feb (71.9496%)
Bearish (>-0)
11 Feb (30.1565%)
Bearish (>0.25)
11 Feb (54.3276%)
G13
$1.68-0.0310 Feb
Bearish
11 Feb (35.8382%)
Bullish
11 Feb (51.1579%)
Bearish
11 Feb (61.3260%)
Bullish
11 Feb (65.8845%)
Bearish
11 Feb (70.9265%)
Bullish (>0.03)
11 Feb (48.9011%)
Bullish (>0.02)
11 Feb (50.2618%)
C31
$2.86-0.0910 Feb
Bullish
11 Feb (50.2467%)
Bearish
11 Feb (53.7143%)
Bearish
11 Feb (61.7831%)
Bearish
11 Feb (67.5947%)
Bearish
11 Feb (68.8822%)
Bearish (>-0)
11 Feb (30.6477%)
C38U
$1.73-0.0210 Feb
Bullish
11 Feb (48.1511%)
Bullish
11 Feb (55.7929%)
Bullish
11 Feb (60.6168%)
Bullish
11 Feb (65.3825%)
Bullish
11 Feb (70.1571%)
Bullish (>0.04)
11 Feb (60.3696%)
C09
$10.74-0.1810 Feb
Bullish
11 Feb (51.7658%)
Bearish
11 Feb (56.9703%)
Bearish
11 Feb (58.6252%)
Bearish
11 Feb (66.6972%)
Bearish
11 Feb (65.9838%)
Bearish (>-0)
11 Feb (28.5714%)
Bearish (>0.2)
11 Feb (55.0820%)
C52
$1.48+0.0110 Feb
Bearish
11 Feb (46.8606%)
Bearish
11 Feb (62.7697%)
Bearish
11 Feb (65.7289%)
Bearish (>-0)
11 Feb (46.5991%)
F83
$1.24-0.0210 Feb
Bullish
11 Feb (49.1450%)
Bearish
11 Feb (63.1016%)
Bearish
11 Feb (69.1321%)
Bullish
11 Feb (71.6729%)
Bearish (>-0)
11 Feb (32.5000%)
F99
$6.52+0.0910 Feb
Bearish
11 Feb (48.3839%)
Bearish
11 Feb (56.2448%)
Bearish
11 Feb (59.0476%)
Bearish
11 Feb (64.0553%)
Bearish
11 Feb (65.6357%)
E5H
$0.77-0.0210 Feb
Bullish
11 Feb (36.0111%)
Bearish
11 Feb (51.6854%)
Bearish
11 Feb (60.2941%)
Bullish (>0.02)
11 Feb (44.9664%)
H78
$5.56+0.0210 Feb
Bearish
11 Feb (45.4443%)
Bullish
11 Feb (56.6396%)
Bearish
11 Feb (63.9870%)
Bullish
11 Feb (65.4427%)
Bearish
11 Feb (68.2429%)
Bearish (>-0)
11 Feb (33.2871%)
Bearish (>0.06)
11 Feb (57.2308%)
C07
$48.70-0.3010 Feb
Bullish
11 Feb (50.9949%)
Bullish
11 Feb (60.2871%)
Bullish
11 Feb (65.8547%)
Bearish
11 Feb (61.5046%)
Bearish (>-0)
11 Feb (28.4238%)
BN4
$10.82-0.0810 Feb
Bullish
11 Feb (50.1044%)
Bearish
11 Feb (60.2439%)
Bullish
11 Feb (60.3135%)
Bullish
11 Feb (66.5763%)
Bullish
11 Feb (69.3083%)
Bullish (>0.28)
11 Feb (42.5532%)
Bullish (>0.2)
11 Feb (32.9204%)
N03
$1.41-0.0310 Feb
Bullish
11 Feb (51.7331%)
Bearish
11 Feb (53.8703%)
Bearish
11 Feb (59.1680%)
Bullish
11 Feb (68.9496%)
Bearish
11 Feb (65.2361%)
Bearish (>-0)
11 Feb (29.4118%)
N21
$1.48+0.0110 Feb
Bearish
11 Feb (43.6129%)
Bearish
11 Feb (51.6974%)
Bearish
11 Feb (56.7234%)
Bearish
11 Feb (61.8026%)
Bearish
11 Feb (64.4015%)
Bearish (>-0)
11 Feb (29.3103%)
O39
$8.80-0.0510 Feb
Bearish
11 Feb (48.1448%)
Bullish
11 Feb (60.9620%)
Bullish
11 Feb (65.1508%)
Bullish
11 Feb (68.3150%)
Bullish
11 Feb (71.3826%)
Bearish (>-0)
11 Feb (33.7349%)
Bearish (>0.1)
11 Feb (47.4403%)
U96
$4.89-0.1310 Feb
Bullish
11 Feb (49.9367%)
Bearish
11 Feb (52.1155%)
Bearish
11 Feb (62.9327%)
Bullish
11 Feb (64.6480%)
Bearish
11 Feb (70.8209%)
Bearish (>-0)
11 Feb (38.2682%)
Bearish (>0.05)
11 Feb (61.6959%)
S51
$5.04+0.0010 Feb
Bullish
11 Feb (46.8647%)
Bullish
11 Feb (60.5655%)
Bearish
11 Feb (62.5874%)
Bearish
11 Feb (69.8772%)
Bearish
11 Feb (69.7183%)
Bearish (>-0)
11 Feb (27.4914%)
S59
$3.70-0.0210 Feb
Bearish
11 Feb (44.0104%)
Bearish
11 Feb (52.7042%)
Bearish
11 Feb (61.7440%)
Bearish
11 Feb (64.5441%)
Bearish
11 Feb (68.3889%)
Bearish (>-0)
11 Feb (37.6738%)
Bearish (>0.04)
11 Feb (47.7295%)
C6L
$10.80-0.1410 Feb
Bearish
11 Feb (48.9594%)
Bullish
11 Feb (60.3634%)
Bearish
11 Feb (59.3741%)
Bullish
11 Feb (69.1993%)
Bullish
11 Feb (69.9851%)
Z74
$3.07+0.0110 Feb
Bullish
11 Feb (44.7581%)
Bearish
11 Feb (52.6998%)
Bearish
11 Feb (58.0830%)
Bullish
11 Feb (63.3632%)
Bearish
11 Feb (66.0846%)
Bullish (>0.05)
11 Feb (43.2143%)
S68
$7.18-0.1110 Feb
Bearish
11 Feb (46.9407%)
Bearish
11 Feb (54.2257%)
Bullish
11 Feb (66.1532%)
Bullish
11 Feb (71.3987%)
Bullish
11 Feb (73.1866%)
Bearish (>-0)
11 Feb (33.7922%)
Bullish (>0.08)
11 Feb (56.0976%)
T39
$3.68+0.0210 Feb
Bearish
11 Feb (40.5104%)
Bearish
11 Feb (50.5435%)
Bullish
11 Feb (60.3672%)
Bearish
11 Feb (59.8406%)
Bearish
11 Feb (62.9630%)
CC3
$2.88+0.0010 Feb
Bearish
11 Feb (46.6602%)
Bearish
11 Feb (53.6543%)
Bearish
11 Feb (63.1880%)
Bearish
11 Feb (67.4598%)
S63
$2.99-0.0110 Feb
Bearish
11 Feb (44.8892%)
Bullish
11 Feb (54.9708%)
Bearish
11 Feb (62.1504%)
Bearish
11 Feb (65.7319%)
Bearish
11 Feb (66.7038%)
Bullish (>0.04)
11 Feb (39.7351%)
MS7
$1.45-0.0110 Feb
Bullish
11 Feb (50.0000%)
Bearish
11 Feb (56.1404%)
Bullish
11 Feb (62.6335%)
Bearish
11 Feb (70.7182%)
Bearish
11 Feb (76.0870%)
AK3
$0.71-0.0210 Feb
Bearish
11 Feb (44.2142%)
Bullish
11 Feb (53.7170%)
Bullish
11 Feb (58.9357%)
Bullish
11 Feb (64.9289%)
Bullish
11 Feb (67.0245%)
Bullish (>0.06)
11 Feb (50.2901%)
Bullish (>0.04)
11 Feb (52.1905%)
U11
$17.52-0.0410 Feb
Bullish
11 Feb (52.5362%)
Bullish
11 Feb (62.6880%)
Bullish
11 Feb (65.1568%)
Bullish
11 Feb (68.2006%)
Bearish
11 Feb (67.5347%)
Bullish (>0.3)
11 Feb (42.4102%)
Bearish (>0.22)
11 Feb (50.5960%)
JS8
$1.48-0.0310 Feb
Bearish
11 Feb (48.1159%)
Bearish
11 Feb (66.0508%)
Bullish
11 Feb (60.4278%)
Bearish (>0.04)
11 Feb (54.3689%)
MC0
$1.95-0.0510 Feb
Bearish
11 Feb (45.1064%)
Bearish
11 Feb (54.9828%)
Bullish
11 Feb (60.6838%)
Bearish
11 Feb (68.4746%)
Bearish
11 Feb (70.1639%)
F34
$5.58-0.1210 Feb
Bullish
11 Feb (54.2980%)
Bullish
11 Feb (61.5927%)
Bullish
11 Feb (66.9333%)
Bullish
11 Feb (72.8129%)
Bearish
11 Feb (70.3774%)
Bullish (>0.14)
11 Feb (36.3636%)
Bearish (>0.09)
11 Feb (56.1798%)
O32
$2.64-0.0810 Feb
Bullish
11 Feb (47.8357%)
Bearish
11 Feb (53.9661%)
Bullish
11 Feb (62.8571%)
Bearish
11 Feb (65.3491%)
Bullish
11 Feb (69.2037%)
F10
$0.34-0.0210 Feb
Bullish
11 Feb (68.1733%)
Bearish
11 Feb (69.8675%)
5IG
$0.31-0.0210 Feb
Bullish
11 Feb (57.2840%)
Bearish (>-0)
11 Feb (79.4030%)
5IM
$0.15+0.0010 Feb
Bearish
11 Feb (68.5714%)
Bullish (>0.01)
11 Feb (65.1163%)
Bearish (>0.01)
11 Feb (63.2293%)
600
$1.47-0.0310 Feb
Bullish
11 Feb (49.3808%)
Bullish
11 Feb (67.7781%)
Bullish (>0.05)
11 Feb (45.6989%)
Z59
$0.40-0.0610 Feb
Bullish
11 Feb (67.1968%)
Bullish
11 Feb (73.0496%)
Bullish
11 Feb (74.7795%)
Bullish
11 Feb (78.1411%)
Bullish (>0.02)
11 Feb (66.1765%)
Bullish (>0.01)
11 Feb (64.3016%)
558
$0.47-0.0310 Feb
Bullish
11 Feb (53.8776%)
Bullish (>0.01)
11 Feb (51.4754%)
M1P
$0.75-0.0210 Feb
Bullish
11 Feb (41.4286%)
Bearish
11 Feb (50.0000%)
Bearish
11 Feb (67.8112%)
Bearish
11 Feb (74.2188%)
Bearish
11 Feb (72.9242%)
Bearish (>-0)
11 Feb (31.8841%)
Bearish (>0.02)
11 Feb (57.5342%)
5GJ
$0.40+0.0210 Feb
Bullish
11 Feb (66.9834%)
Bearish
11 Feb (70.6587%)
Bullish (>0.03)
11 Feb (61.4786%)
B20
$1.50-0.0510 Feb
Bullish
11 Feb (38.8715%)
Bullish
11 Feb (53.6585%)
Bullish
11 Feb (67.3637%)
Bullish
11 Feb (69.6307%)
Bullish (>0.03)
11 Feb (33.0827%)
B69
$0.38+0.0010 Feb
Bullish
11 Feb (46.5116%)
Bullish
11 Feb (59.2058%)
Bullish
11 Feb (66.8224%)
Bullish
11 Feb (72.9211%)
Bullish
11 Feb (75.6082%)
Bullish (>0.03)
11 Feb (51.0638%)
Bullish (>0.02)
11 Feb (52.1341%)
G92
$1.18-0.0310 Feb
Bearish
11 Feb (54.8406%)
Bullish
11 Feb (63.6821%)
Bearish
11 Feb (70.6388%)
K2N
$1.07-0.0110 Feb
Bearish
11 Feb (53.3693%)
Bearish
11 Feb (66.4921%)
Bearish
11 Feb (67.9144%)
Bearish
11 Feb (71.1957%)
Bullish (>0.04)
11 Feb (34.3284%)
Bearish (>0.03)
11 Feb (44.4444%)
C29
$0.45-0.0110 Feb
Bearish
11 Feb (63.8404%)
5ME
$0.82+0.0010 Feb
Bearish
11 Feb (45.5959%)
Bullish
11 Feb (60.7843%)
Bearish
11 Feb (65.6205%)
5DN
$1.17-0.0310 Feb
Bearish
11 Feb (56.2681%)
Bearish
11 Feb (62.1444%)
Bearish
11 Feb (70.2647%)
Bearish (>-0)
11 Feb (37.2771%)
EB5
$1.82+0.0110 Feb
Bearish
11 Feb (43.1703%)
Bearish
11 Feb (51.4502%)
Bearish
11 Feb (58.6599%)
Bearish
11 Feb (65.0386%)
Bullish (>0.04)
11 Feb (45.0704%)
Bearish (>0.02)
11 Feb (46.0674%)
H22
$2.08-0.0810 Feb
Bearish
11 Feb (45.6940%)
Bearish
11 Feb (57.2529%)
Bearish
11 Feb (65.1163%)
Bearish
11 Feb (71.5496%)
Bearish
11 Feb (76.2972%)
Bullish (>0.04)
11 Feb (40.8813%)
J36
$51.50-1.2710 Feb
Bullish
11 Feb (55.1628%)
Bullish
11 Feb (62.2979%)
Bullish
11 Feb (64.6611%)
Bullish
11 Feb (69.4513%)
Bullish
11 Feb (71.2921%)
Bearish (>0.05)
11 Feb (31.5232%)
J37
$30.66-0.7810 Feb
Bearish
11 Feb (51.2627%)
Bearish
11 Feb (58.9686%)
Bearish
11 Feb (63.3703%)
Bearish
11 Feb (65.8992%)
Bearish
11 Feb (69.1188%)
Bullish (>0.34)
11 Feb (48.8152%)
Bearish (>0.2)
11 Feb (57.8199%)
K17
$3.04-0.0110 Feb
Bearish
11 Feb (50.0000%)
Bullish
11 Feb (63.8628%)
Bearish
11 Feb (73.7071%)
Bearish
11 Feb (76.0730%)
Bearish (>-0)
11 Feb (27.2127%)
B2F
$2.44-0.0110 Feb
Bullish
11 Feb (48.1308%)
Bullish
11 Feb (57.4300%)
Bullish
11 Feb (66.0996%)
Bullish
11 Feb (69.6449%)
MV4
$0.58-0.0210 Feb
Bearish
11 Feb (35.3982%)
Bearish
11 Feb (60.4878%)
Bearish
11 Feb (71.0425%)
Bearish
11 Feb (72.2022%)
Bearish (>-0)
11 Feb (17.6471%)
Bearish (>0.02)
11 Feb (48.4211%)
5EN
$0.40-0.0210 Feb
Bearish
11 Feb (40.0556%)
Bearish
11 Feb (52.2648%)
Bullish
11 Feb (63.3682%)
Bearish
11 Feb (65.1418%)
Bearish
11 Feb (70.2703%)
O23
$1.24-0.0110 Feb
Bearish
11 Feb (41.4286%)
Bearish
11 Feb (53.0139%)
Bearish
11 Feb (64.5549%)
Bearish (>-0)
11 Feb (51.6402%)
Bearish (>0.02)
11 Feb (54.3235%)
P11
$0.25+0.0010 Feb
Bullish (>0.01)
11 Feb (51.4970%)
O9E
$1.36-0.1710 Feb
Bullish
11 Feb (62.5000%)
Bearish
11 Feb (50.0000%)
Bearish
11 Feb (64.7059%)
Bullish
11 Feb (75.6757%)
Bearish
11 Feb (57.1429%)
IX2
$0.82-0.0210 Feb
Bearish
11 Feb (35.2000%)
Bearish
11 Feb (50.0000%)
Bearish
11 Feb (63.3540%)
Bearish
11 Feb (71.3217%)
Bullish
11 Feb (67.5090%)
Bullish (>0.03)
11 Feb (33.0275%)
Bullish (>0.02)
11 Feb (38.0531%)
L6T
$0.38+0.0010 Feb
Bullish
11 Feb (75.2858%)
Bearish
11 Feb (69.7059%)
Bullish
11 Feb (83.2111%)
P05
$0.68-0.0110 Feb
Bearish
11 Feb (55.9531%)
Bullish
11 Feb (66.3957%)
Bullish
11 Feb (68.0421%)
NR7
$0.50+0.0010 Feb
Bearish
11 Feb (54.9763%)
Bearish
11 Feb (60.3352%)
Bullish
11 Feb (68.5990%)
Bearish
11 Feb (69.0370%)
S58
$2.43+0.0610 Feb
Bearish
11 Feb (42.3500%)
Bearish
11 Feb (50.7740%)
Bearish
11 Feb (54.7200%)
Bearish
11 Feb (57.5517%)
Bearish
11 Feb (61.9551%)
Bearish (>-0)
11 Feb (34.6232%)
S08
$0.98+0.0010 Feb
OV8
$0.50+0.0010 Feb
Bearish
11 Feb (41.6667%)
Bearish
11 Feb (64.5161%)
Bearish
11 Feb (73.4694%)
Bearish (>-0)
11 Feb (68.7500%)
Bearish (>0.01)
11 Feb (56.2500%)
S53
$1.74+0.0110 Feb
Bearish
11 Feb (48.1622%)
Bearish
11 Feb (59.3272%)
Bullish
11 Feb (62.4621%)
S24
$0.55-0.0110 Feb
Bullish
11 Feb (41.0817%)
Bearish
11 Feb (61.7052%)
Bullish
11 Feb (59.8964%)
Bearish
11 Feb (72.5466%)
A7S
$0.54-0.0210 Feb
Bullish
11 Feb (39.9317%)
Bearish
11 Feb (65.8487%)
Bearish
11 Feb (72.6930%)
Bullish (>0.02)
11 Feb (40.4819%)
T03
$0.88+0.0010 Feb
Bearish
11 Feb (70.6402%)
Y92
$0.31+0.0210 Feb
Bearish
11 Feb (52.6316%)
Bearish (>-0)
11 Feb (60.6870%)
J7X
$0.80+0.0410 Feb
Bearish
11 Feb (40.7311%)
Bullish
11 Feb (53.3808%)
Bearish
11 Feb (62.2120%)
Bearish
11 Feb (65.6587%)
Bearish
11 Feb (71.1019%)
Bearish (>-0)
11 Feb (30.0654%)
Bearish (>0.03)
11 Feb (57.6471%)
T24
$0.31+0.0010 Feb
U10
$1.65+0.0010 Feb
Bullish
11 Feb (43.9024%)
Bearish
11 Feb (56.8507%)
Bearish
11 Feb (64.9706%)
Bearish
11 Feb (69.7068%)
Bearish
11 Feb (72.9940%)
U14
$4.66+0.0010 Feb
Bearish
11 Feb (50.0644%)
Bullish
11 Feb (56.4128%)
Bearish
11 Feb (63.4204%)
Bearish
11 Feb (67.8910%)
Bullish
11 Feb (67.9355%)
Bearish (>-0)
11 Feb (31.0030%)
C3T
$0.19-0.0110 Feb
Bearish
11 Feb (64.8649%)
Bearish
11 Feb (69.4545%)
Bullish
11 Feb (68.3919%)
U04
$2.23+0.0010 Feb
Bearish
11 Feb (50.8604%)
Bearish
11 Feb (60.6713%)
Bullish
11 Feb (62.3256%)
Bearish
11 Feb (71.4197%)
Bullish
11 Feb (71.1982%)
Bullish (>0.02)
11 Feb (49.3469%)
U19
$0.37-0.0110 Feb
Bearish
11 Feb (51.4360%)
V03
$7.70+0.0410 Feb
Bullish
11 Feb (52.2189%)
Bearish
11 Feb (54.4065%)
Bullish
11 Feb (66.4093%)
Bullish
11 Feb (69.1489%)
Bearish (>-0)
11 Feb (27.0627%)
W05
$1.29+0.0110 Feb
Bearish
11 Feb (44.9594%)
Bearish
11 Feb (53.7657%)
Bearish
11 Feb (65.8695%)
Bearish
11 Feb (69.9533%)
BS6
$1.26-0.0410 Feb
Bearish
11 Feb (42.7128%)
Bearish
11 Feb (51.2290%)
Bullish
11 Feb (57.6628%)
Bullish
11 Feb (65.1751%)
Bullish
11 Feb (71.2909%)
Z25
$1.28-0.0410 Feb
Bearish
11 Feb (46.9579%)
Bearish
11 Feb (57.2093%)
Bearish
11 Feb (58.9595%)
Bearish
11 Feb (66.0106%)
Bearish
11 Feb (69.6578%)
Bearish (>-0)
11 Feb (32.0792%)
5DM
$0.38-0.0110 Feb
Bearish
11 Feb (57.3913%)
Bearish
11 Feb (70.0291%)
Bearish
11 Feb (71.5084%)
Bearish (>0.01)
11 Feb (60.0484%)
Y02
$0.26+0.0010 Feb
Bearish
11 Feb (58.3026%)
Bearish (>0.01)
11 Feb (57.9560%)
AJ1
$2.27-0.0910 Feb
Bearish
11 Feb (43.7438%)
Bullish
11 Feb (66.8635%)
Bearish
11 Feb (68.2828%)
Bullish
11 Feb (74.5494%)
Bearish (>-0)
11 Feb (25.4473%)
J85
$1.67+0.0010 Feb
Bullish
11 Feb (46.4320%)
Bullish
11 Feb (56.8345%)
Bullish
11 Feb (61.7774%)
Bullish
11 Feb (66.5037%)
Bullish
11 Feb (68.0062%)
Bearish (>-0)
11 Feb (32.7416%)
Bearish (>0.03)
11 Feb (55.1020%)
Posted by at 6:52 PM

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