Analysing the SEDs of protoplanetary disks with machine learning

Open Access

Table A.1

Hypergrid for input and output scaler.

Input scaler	Output scaler
	Std⁽¹⁾	Norm⁽²⁾
Std⁽¹⁾	Q_train⁽³⁾ = 0.02111	Q_train⁽³⁾ = 0.03691
Std⁽¹⁾	Q_test⁽³⁾ = 0.02185	Q_test⁽³⁾ = 0.03762

Norm⁽²⁾	Q_train⁽³⁾ = 0.02126	Q_train⁽³⁾ = 0.03701
Norm⁽²⁾	Q_test⁽³⁾ = 0.02200	Q_test⁽³⁾ = 0.03774

Notes.

⁽¹⁾ Std: standardising of the data

⁽²⁾ Norm: normalising the data

⁽³⁾ Q_train,test: quality according to Eq. A.1 of the training and test set, respectively.

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