Table 2 Input design for air temperature and relative humidity.

From: Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia

Name models

Input combination

Output

M1

Tt-1

Tt

M2

Tt-1, Tt-2

Tt

M3

Tt-1, Tt-2, Tt-3

Tt

M4

Tt-1, Tt-2, Tt-3, Tt-4

Tt

M5

Tt-1, Tt-2, Tt-3, Tt-4, Tt-5

Tt

M6

Tt-1, Tt-2, Tt-3, Tt-4, Tt-5, Tt-6

Tt

M7

Rh t-1

Rh t

M8

Rh t-1, Rh t-2

Rh t

M9

Rh t-1, Rh t-2, Rh t-3

Rh t

M10

Rh t-1, Rh t-2, Rh t-3, Rh t-4

Rh t

M11

Rh t-1, Rh t-2, Rh t-3, Rh t-4, Rh t-5

Rh t

M12

Rh t-1, Rh t-2, Rh t-3, Rh t-4, Rh t-6, Rh t-6

Rh t

M13

Tm-1

Tm

M14

Tm-1, Tm-2

Tm

M15

Tm-1, Tm-2, Tm-3

Tm

M16

Tm-1, Tm-2, Tm-3, Tm-4

Tm

M17

Rh m-1

Rh m

M18

Rh m-1, Rh m-2

Rh m

M19

Rh m-1, Rh m-2, Rh m-3

Rh m

M20

Rh m-1, Rh m-2, Rh m-3, Rh m-4

Rh m

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