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

Thursday, June 21, 2012

Jun 25, 2012

Latest Predictions

FundPriceChangeDateBoosted PE1-Day PE2-Day PE3-Day PE1-Day Sentiment3-Day Sentiment
D05
$13.75-0.0221 Jun
Bullish (43.7%)
22 Jun
Bullish
22 Jun (52.0%)
Bullish
22 Jun (51.3%)
Bearish
22 Jun (48.0%)
Bearish (>-0)
22 Jun (22.5%)
Bearish (>0.24)
22 Jun (23.8%)
G13
$1.42-0.0121 Jun
Bullish
22 Jun (41.5%)
Bearish (>-0)
22 Jun (24.9%)
Bullish (>0.02)
22 Jun (23.9%)
L5I
$0.60+0.0121 Jun
Bearish
22 Jun (54.9%)
Bearish (>-0)
22 Jun (39.0%)
Bearish (>-0)
22 Jun (39.1%)
M1P
$0.62-0.0121 Jun
Bearish (42.9%)
22 Jun
Bearish
22 Jun (45.1%)
Bearish
22 Jun (43.6%)
Bullish (>0.03)
22 Jun (42.7%)
Bearish (>0.02)
22 Jun (22.4%)
5GJ
$0.34+0.0021 Jun
Bearish (>-0)
22 Jun (23.8%)
Bullish (>0.02)
22 Jun (29.3%)
B20
$1.11-0.0121 Jun
Bullish (41.7%)
22 Jun
Bearish
22 Jun (34.0%)
Bullish
22 Jun (39.6%)
Bullish
22 Jun (40.3%)
Bearish (>-0)
22 Jun (26.0%)
Bullish (>0.02)
22 Jun (20.9%)
B69
$0.36+0.0121 Jun
Bearish (47.7%)
22 Jun
Bearish
22 Jun (36.8%)
Bullish
22 Jun (41.4%)
Bearish
22 Jun (38.4%)
Bearish (>-0)
22 Jun (26.6%)
Bullish (>0.02)
22 Jun (31.7%)
C31
$2.68-0.0121 Jun
Bearish (39.4%)
22 Jun
Bullish
22 Jun (46.4%)
Bearish
22 Jun (42.5%)
Bullish
22 Jun (52.1%)
Bearish (>-0)
22 Jun (23.7%)
C38U
$1.79-0.0120 Jun
Bullish (54.8%)
21 Jun
Bullish
21 Jun (44.1%)
Bullish
21 Jun (45.3%)
Bearish (>-0)
21 Jun (21.2%)
JS8
$1.51-0.0121 Jun
Bullish (62.0%)
22 Jun
Bullish
22 Jun (41.4%)
Bullish
22 Jun (41.4%)
Bullish
22 Jun (37.8%)
Bullish (>0.04)
22 Jun (25.6%)
Bullish (>0.03)
22 Jun (22.7%)
J85
$1.88+0.0121 Jun
Bearish (42.7%)
22 Jun
Bearish
22 Jun (40.6%)
Bearish
22 Jun (43.2%)
Bearish
22 Jun (43.5%)
Bearish (>-0)
22 Jun (21.7%)
Bearish (>0.03)
22 Jun (28.6%)
G92
$0.96+0.0021 Jun
Bearish (35.4%)
22 Jun
Bullish
22 Jun (49.7%)
Bullish
22 Jun (45.8%)
Bearish
22 Jun (44.0%)
Bullish (>0.07)
22 Jun (52.0%)
Bearish (>0.03)
22 Jun (27.4%)
K2N
$0.60-0.0221 Jun
Bearish (45.4%)
22 Jun
Bullish
22 Jun (39.7%)
Bearish
22 Jun (35.4%)
Bearish
22 Jun (41.6%)
Bullish (>0.04)
22 Jun (26.7%)
Bearish (>0.03)
22 Jun (19.0%)
C29
$0.40+0.0021 Jun
Bearish
22 Jun (26.0%)
Bearish (>-0)
22 Jun (26.2%)
Bullish (>0.01)
22 Jun (45.4%)
C09
$10.71-0.0721 Jun
Bullish (53.6%)
22 Jun
Bullish
22 Jun (48.7%)
Bearish
22 Jun (51.2%)
Bullish
22 Jun (49.9%)
Bearish (>-0)
22 Jun (22.8%)
Bullish (>0.2)
22 Jun (27.9%)
C52
$1.48-0.0121 Jun
Bearish
22 Jun (42.2%)
Bearish (>-0)
22 Jun (42.1%)
F83
$0.98-0.0221 Jun
Bullish (46.7%)
22 Jun
Bullish
22 Jun (46.4%)
Bullish
22 Jun (44.4%)
Bullish
22 Jun (45.9%)
Bearish (>-0)
22 Jun (25.0%)
5ME
$0.90+0.0121 Jun
Bearish (58.0%)
22 Jun
Bearish
22 Jun (28.0%)
Bearish
22 Jun (32.7%)
Bearish
22 Jun (31.7%)
Bearish (>-0)
22 Jun (26.2%)
Bearish (>0.02)
22 Jun (21.1%)
5DN
$1.04-0.0121 Jun
Bullish (45.2%)
22 Jun
Bearish
22 Jun (35.9%)
Bullish
22 Jun (44.2%)
Bullish (>0.07)
22 Jun (35.2%)
Bullish (>0.05)
22 Jun (30.8%)
F99
$6.90-0.1021 Jun
Bullish (48.1%)
22 Jun
Bullish
22 Jun (51.6%)
Bullish
22 Jun (51.8%)
Bullish (>0.12)
22 Jun (24.4%)
Bearish (>0.09)
22 Jun (24.8%)
EB5
$1.70-0.0121 Jun
Bearish (46.2%)
22 Jun
Bullish
22 Jun (41.9%)
Bearish
22 Jun (38.5%)
Bearish
22 Jun (40.0%)
Bearish (>-0)
22 Jun (24.2%)
Bullish (>0.03)
22 Jun (28.2%)
F10
$0.31+0.0021 Jun
Bearish
22 Jun (31.6%)
Bearish (>-0)
22 Jun (27.4%)
Bearish (>0.01)
22 Jun (26.4%)
MC0
$2.08-0.0621 Jun
Bearish (36.6%)
22 Jun
Bullish
22 Jun (47.3%)
Bearish
22 Jun (46.4%)
Bullish (>0.05)
22 Jun (26.9%)
Bullish (>0.04)
22 Jun (23.1%)
5IG
$0.28+0.0021 Jun
Bearish (>-0)
22 Jun (21.1%)
5IM
$0.12+0.0021 Jun
Bearish (>-0)
22 Jun (33.0%)
E5H
$0.64-0.0321 Jun
Bearish (50.5%)
22 Jun
Bearish
22 Jun (36.4%)
Bearish
22 Jun (36.3%)
Bearish (>-0)
22 Jun (32.6%)
Bearish (>0.02)
22 Jun (21.2%)
H22
$1.60-0.0121 Jun
Bullish (39.8%)
22 Jun
Bullish
22 Jun (42.5%)
Bullish
22 Jun (43.7%)
Bearish
22 Jun (44.6%)
Bullish (>0.04)
22 Jun (24.5%)
H78
$5.68-0.0521 Jun
Bearish (44.3%)
22 Jun
Bullish
22 Jun (49.4%)
Bearish
22 Jun (47.8%)
Bearish
22 Jun (48.7%)
Bearish (>-0)
22 Jun (20.2%)
600
$1.28+0.0221 Jun
Bullish (54.6%)
22 Jun
Bullish
22 Jun (47.0%)
Bullish
22 Jun (48.1%)
Bearish (>-0)
22 Jun (24.0%)
C07
$45.10+0.3121 Jun
Bearish (51.9%)
22 Jun
Bullish
22 Jun (50.6%)
Bearish
22 Jun (48.2%)
Bearish
22 Jun (48.3%)
Bearish (>-0)
22 Jun (21.4%)
J36
$47.75-0.3521 Jun
Bullish (53.2%)
22 Jun
Bearish
22 Jun (50.8%)
Bullish
22 Jun (55.5%)
Bullish
22 Jun (55.0%)
Bearish (>0.05)
22 Jun (23.0%)
J37
$29.51+0.0721 Jun
Bearish (51.9%)
22 Jun
Bullish
22 Jun (49.7%)
Bearish
22 Jun (49.1%)
Bearish
22 Jun (50.2%)
Bearish (>0.02)
22 Jun (28.3%)
BN4
$10.21-0.0921 Jun
Bullish (57.6%)
22 Jun
Bullish
22 Jun (48.7%)
Bullish
22 Jun (48.4%)
Bullish
22 Jun (50.4%)
Bullish (>0.28)
22 Jun (20.6%)
Bullish (>0.2)
22 Jun (20.6%)
K17
$3.13-0.0221 Jun
Bullish (40.5%)
22 Jun
Bullish
22 Jun (46.1%)
Bearish (>-0)
22 Jun (22.3%)
B2F
$2.54+0.0221 Jun
Bearish (65.3%)
22 Jun
Bearish
22 Jun (42.3%)
Bearish
22 Jun (44.2%)
Bearish
22 Jun (44.5%)
Bearish (>-0)
22 Jun (26.6%)
Bearish (>0.02)
22 Jun (24.9%)
MV4
$0.40-0.0121 Jun
Bearish (49.5%)
22 Jun
Bearish
22 Jun (26.5%)
Bearish
22 Jun (33.7%)
Bearish
22 Jun (43.9%)
Bearish (>-0)
22 Jun (30.7%)
Bearish (>0.02)
22 Jun (34.7%)
5EN
$0.28+0.0021 Jun
Bearish
22 Jun (37.8%)
Bearish (>-0)
22 Jun (18.7%)
N03
$1.10-0.0221 Jun
Bearish (46.8%)
22 Jun
Bullish
22 Jun (47.6%)
Bullish
22 Jun (49.6%)
Bearish
22 Jun (44.6%)
Bearish (>-0)
22 Jun (22.1%)
N21
$1.12-0.0321 Jun
Bearish (53.1%)
22 Jun
Bearish
22 Jun (41.0%)
Bearish
22 Jun (41.8%)
Bearish
22 Jun (43.7%)
Bearish (>-0)
22 Jun (22.9%)
Bullish (>0.05)
22 Jun (29.9%)
O32
$1.86-0.1021 Jun
Bullish
22 Jun (48.9%)
Bearish (>-0)
22 Jun (22.6%)
Bearish (>0.06)
22 Jun (31.2%)
O39
$8.78-0.0321 Jun
Bearish (46.0%)
22 Jun
Bearish
22 Jun (48.2%)
Bearish
22 Jun (50.1%)
Bullish
22 Jun (51.9%)
Bearish (>-0)
22 Jun (23.7%)
Bearish (>0.1)
22 Jun (24.6%)
O23
$1.16+0.0021 Jun
Bearish (45.7%)
22 Jun
Bearish
22 Jun (32.0%)
Bullish
22 Jun (36.6%)
Bearish (>-0)
22 Jun (24.1%)
Bearish (>0.02)
22 Jun (27.9%)
P11
$0.15+0.0021 Jun
Bearish (>-0)
22 Jun (39.1%)
O9E
$1.40+0.0021 Jun
Bullish (41.3%)
22 Jun
Bullish
22 Jun (61.3%)
Bullish
22 Jun (57.8%)
Bearish (>0.03)
22 Jun (28.6%)
IX2
$0.57+0.0021 Jun
Bearish (40.7%)
22 Jun
Bearish
22 Jun (36.4%)
Bearish
22 Jun (38.4%)
Bullish (>0.03)
22 Jun (27.0%)
Bullish (>0.02)
22 Jun (22.7%)
P05
$0.54-0.0121 Jun
Bullish (40.8%)
22 Jun
Bullish
22 Jun (42.0%)
Bearish
22 Jun (41.1%)
Bearish
22 Jun (41.0%)
Bullish (>0.04)
22 Jun (25.3%)
Bullish (>0.03)
22 Jun (23.6%)
L6T
$0.33+0.0021 Jun
Bullish (61.6%)
22 Jun
Bullish
22 Jun (68.4%)
Bullish
22 Jun (69.0%)
Bullish
22 Jun (69.9%)
Bullish (>0.05)
22 Jun (42.0%)
Bullish (>0.04)
22 Jun (36.5%)
NR7
$0.37-0.0121 Jun
Bearish (52.1%)
22 Jun
Bearish
22 Jun (35.9%)
Bearish
22 Jun (38.8%)
Bearish
22 Jun (44.3%)
Bullish (>0.02)
22 Jun (29.3%)
Bearish (>0.02)
22 Jun (31.3%)
AJ1
$1.30-0.0721 Jun
Bullish (51.1%)
22 Jun
Bullish
22 Jun (50.1%)
Bearish
22 Jun (47.5%)
Bullish
22 Jun (52.4%)
Bearish (>-0)
22 Jun (21.1%)
S58
$2.63+0.0121 Jun
Bullish (37.8%)
22 Jun
Bearish
22 Jun (44.5%)
Bullish
22 Jun (44.5%)
Bullish (>0.04)
22 Jun (25.5%)
Bearish (>0.03)
22 Jun (22.4%)
D2S
$0.96+0.0121 Jun
Bearish (48.8%)
22 Jun
Bearish
22 Jun (42.9%)
Bearish
22 Jun (47.2%)
Bearish
22 Jun (50.0%)
Bullish (>0.04)
22 Jun (28.7%)
Bearish (>0.03)
22 Jun (23.7%)
U96
$5.04-0.0621 Jun
Bearish (48.5%)
22 Jun
Bearish
22 Jun (42.1%)
Bearish
22 Jun (44.4%)
Bearish (>-0)
22 Jun (26.1%)
S51
$4.64-0.0821 Jun
Bearish (52.2%)
22 Jun
Bearish
22 Jun (41.4%)
Bearish
22 Jun (45.3%)
Bullish
22 Jun (49.6%)
Bearish (>-0)
22 Jun (24.0%)
S59
$3.94-0.0421 Jun
Bearish (53.0%)
22 Jun
Bullish
22 Jun (42.6%)
Bearish
22 Jun (43.4%)
Bearish
22 Jun (45.0%)
Bearish (>-0)
22 Jun (24.5%)
Bearish (>0.04)
22 Jun (23.7%)
C6L
$10.28+0.0321 Jun
Bearish (68.7%)
22 Jun
Bearish
22 Jun (47.7%)
Bearish
22 Jun (51.7%)
Bearish
22 Jun (50.8%)
Bearish (>-0)
22 Jun (30.7%)
Bullish (>0.2)
22 Jun (30.1%)
S08
$1.04+0.0021 Jun
Bearish (>-0)
22 Jun (25.5%)
Bearish (>0.01)
22 Jun (36.8%)
Z74
$3.15-0.0321 Jun
Bullish (42.8%)
22 Jun
Bullish
22 Jun (43.6%)
Bullish
22 Jun (46.4%)
Bearish
22 Jun (44.2%)
Bearish (>-0)
22 Jun (25.5%)
Bullish (>0.05)
22 Jun (32.3%)
S68
$6.40+0.0021 Jun
Bullish (38.1%)
22 Jun
Bullish
22 Jun (48.0%)
Bullish
22 Jun (47.7%)
Bearish (>-0)
22 Jun (21.7%)
OV8
$0.42-0.0121 Jun
Bullish (50.6%)
22 Jun
Bullish
22 Jun (10.5%)
Bullish
22 Jun (66.7%)
Bullish
22 Jun (31.1%)
Bearish (>-0)
22 Jun (36.7%)
Bullish (>0.01)
22 Jun (37.4%)
S53
$1.66+0.0121 Jun
Bullish (38.8%)
22 Jun
Bullish
22 Jun (40.0%)
Bearish
22 Jun (40.8%)
Bearish (>-0)
22 Jun (40.5%)
Bullish (>0.02)
22 Jun (31.0%)
T39
$3.81-0.0121 Jun
Bearish (40.8%)
22 Jun
Bearish
22 Jun (42.4%)
Bearish
22 Jun (45.1%)
Bullish (>0.06)
22 Jun (25.0%)
Bullish (>0.04)
22 Jun (24.6%)
CC3
$3.34-0.0121 Jun
Bearish (41.6%)
22 Jun
Bearish
22 Jun (43.9%)
Bullish
22 Jun (53.4%)
Bearish (>-0)
22 Jun (25.1%)
S24
$0.42+0.0021 Jun
Bullish (70.7%)
22 Jun
Bullish
22 Jun (37.2%)
Bullish
22 Jun (37.5%)
Bullish
22 Jun (39.2%)
Bullish (>0.04)
22 Jun (21.7%)
Bullish (>0.02)
22 Jun (21.5%)
S63
$3.04+0.0021 Jun
Bearish (42.7%)
22 Jun
Bearish
22 Jun (44.4%)
Bearish
22 Jun (47.7%)
Bullish
22 Jun (50.4%)
Bullish (>0.04)
22 Jun (24.8%)
MS7
$1.51-0.0221 Jun
Bullish (50.9%)
22 Jun
Bullish
22 Jun (48.2%)
Bullish
22 Jun (49.1%)
Bullish
22 Jun (52.9%)
Bullish (>0.05)
22 Jun (25.3%)
A7S
$0.32+0.0121 Jun
Bullish (53.3%)
22 Jun
Bullish
22 Jun (41.1%)
Bullish
22 Jun (35.4%)
Bullish (>0.02)
22 Jun (30.4%)
Bullish (>0.01)
22 Jun (31.9%)
AK3
$0.58-0.0121 Jun
Bearish (35.5%)
22 Jun
Bearish
22 Jun (34.2%)
Bullish
22 Jun (47.4%)
Bullish
22 Jun (40.3%)
Bullish (>0.06)
22 Jun (33.6%)
Bullish (>0.04)
22 Jun (26.8%)
T03
$0.98+0.0021 Jun
Bullish (41.4%)
22 Jun
Bearish
22 Jun (41.1%)
Bullish
22 Jun (36.9%)
Bullish (>0.03)
22 Jun (34.2%)
Bullish (>0.02)
22 Jun (29.0%)
Y92
$0.34+0.0021 Jun
Bearish (>-0)
22 Jun (66.0%)
Bearish (>-0)
22 Jun (35.8%)
J7X
$0.66-0.0121 Jun
Bearish (42.1%)
22 Jun
Bearish
22 Jun (37.7%)
Bearish
22 Jun (41.0%)
Bullish
22 Jun (32.3%)
Bearish (>-0)
22 Jun (24.9%)
Bullish (>0.02)
22 Jun (33.0%)
T24
$0.26+0.0121 Jun
Bearish (>-0)
22 Jun (34.7%)
Bearish (>0.01)
22 Jun (36.9%)
558
$0.40-0.0121 Jun
Bearish
22 Jun (30.1%)
Bearish
22 Jun (34.5%)
Bearish (>-0)
22 Jun (32.4%)
Bearish (>0.01)
22 Jun (28.6%)
U11
$18.10-0.4021 Jun
Bullish (63.0%)
22 Jun
Bullish
22 Jun (48.5%)
Bullish
22 Jun (55.0%)
Bullish
22 Jun (55.2%)
Bearish (>-0)
22 Jun (23.3%)
Bearish (>0.22)
22 Jun (23.9%)
U10
$1.58+0.0021 Jun
Bullish (44.8%)
22 Jun
Bullish
22 Jun (37.6%)
Bullish
22 Jun (38.3%)
Bullish (>0.02)
22 Jun (34.6%)
Bullish (>0.02)
22 Jun (28.4%)
U14
$4.86+0.0621 Jun
Bullish (41.7%)
22 Jun
Bearish
22 Jun (46.5%)
Bullish
22 Jun (48.2%)
Bullish
22 Jun (48.4%)
Bearish (>-0)
22 Jun (23.3%)
Bearish (>0.05)
22 Jun (29.6%)
C3T
$0.17-0.0121 Jun
Bearish (42.4%)
22 Jun
Bearish
22 Jun (34.3%)
Bearish
22 Jun (41.6%)
Bullish
22 Jun (36.8%)
Bullish (>0.03)
22 Jun (39.6%)
Bullish (>0.01)
22 Jun (26.0%)
U04
$2.15-0.0221 Jun
Bearish
22 Jun (47.4%)
Bearish
22 Jun (46.8%)
U19
$0.32+0.0121 Jun
Bearish (57.9%)
22 Jun
Bearish
22 Jun (30.9%)
Bearish
22 Jun (28.9%)
Bearish
22 Jun (34.8%)
Bearish (>-0)
22 Jun (31.9%)
Bearish (>0.01)
22 Jun (23.4%)
V03
$7.82+0.0221 Jun
Bullish (44.3%)
22 Jun
Bullish
22 Jun (51.6%)
Bearish
22 Jun (49.3%)
Bullish
22 Jun (50.9%)
Bullish (>0.3)
22 Jun (29.8%)
Bullish (>0.2)
22 Jun (25.0%)
F34
$3.64-0.0621 Jun
Bearish
22 Jun (44.4%)
Bullish
22 Jun (52.0%)
Bearish (>-0)
22 Jun (20.1%)
W05
$1.31-0.0121 Jun
Bearish (>-0)
22 Jun (19.5%)
Bearish (>0.03)
22 Jun (32.2%)
BS6
$1.00-0.0321 Jun
Bullish (44.4%)
22 Jun
Bearish
22 Jun (36.5%)
Bearish
22 Jun (41.2%)
Bullish
22 Jun (43.3%)
Bearish (>-0)
22 Jun (27.9%)
Bearish (>0.03)
22 Jun (25.0%)
Z25
$1.16-0.0221 Jun
Bearish (43.6%)
22 Jun
Bearish
22 Jun (44.0%)
Bearish
22 Jun (45.1%)
Bullish
22 Jun (44.5%)
Bearish (>-0)
22 Jun (21.4%)
5DM
$0.28+0.0021 Jun
Bearish (51.3%)
22 Jun
Bearish
22 Jun (41.5%)
Bearish
22 Jun (41.4%)
Bearish
22 Jun (43.8%)
Bearish (>-0)
22 Jun (23.9%)
Bearish (>0.01)
22 Jun (29.4%)
Y02
$0.23+0.0021 Jun
Bearish (53.4%)
22 Jun
Bearish
22 Jun (23.9%)
Bearish
22 Jun (26.5%)
Bearish (>-0)
22 Jun (29.1%)
Bearish (>0.01)
22 Jun (31.0%)
Z59
$0.38+0.0021 Jun
Bullish (52.0%)
22 Jun
Bullish
22 Jun (61.0%)
Bullish
22 Jun (58.0%)
Bullish (>0.02)
22 Jun (39.7%)
Bullish (>0.01)
22 Jun (38.7%)

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