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Complexity
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2021
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Article
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Tab 6
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Research Article
Two-Stage Hybrid Machine Learning Model for High-Frequency Intraday Bitcoin Price Prediction Based on Technical Indicators, Variational Mode Decomposition, and Support Vector Regression
Table 6
Feature statistics.
Feature
meanImp
medianImp
minImp
maxImp
Decision
mom
22.7694
22.7558
21.7428
23.5120
Confirmed
cds
27.7633
27.6324
26.8433
29.7796
Confirmed
cdo
27.6667
27.7196
25.9650
28.8714
Confirmed
vor
26.5702
26.7220
25.4257
27.6595
Confirmed
stoch
19.8252
20.0266
18.2012
21.1991
Confirmed
fkp
15.8405
15.6331
13.8536
17.7204
Confirmed
apd
25.3169
25.6653
23.3705
26.3669
Confirmed
zz
488.3230
487.7775
474.3944
508.1439
Confirmed
vhf.hilow
13.3824
13.6999
11.1022
14.9703
Confirmed
adx
28.4670
28.3218
25.8814
31.7259
Confirmed