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Preprocessing: Handle missing values #5

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pilotCapp opened this issue Oct 3, 2024 · 1 comment
Open

Preprocessing: Handle missing values #5

pilotCapp opened this issue Oct 3, 2024 · 1 comment

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@pilotCapp
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Some values in the set seems ok, but really isnt, read dataset_definitions.

Values which must be handled:

ROT
-128

HEADING
511

NAVSTAT
values are 0 and 8, meaning categorical, should be one hot encoded True/False

ETARAW
Should not be included in sequence data, but the last ETA should appended next to the sequence, in the proposed goal-vector

portID
The values are inconsistent, not always the goal destination. Could be fixed with the proposed goal-vector

shippingLineId
could potentially be used...

vesselType
could potentially be used...

depth
could potentially be used...

+++

@pilotCapp pilotCapp pinned this issue Oct 3, 2024
@pilotCapp
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Should create fitting sub-issues and branches for each of these, some are easy some are hard

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