Table 2.

Key hyperparameters of the best-performing CNN models.

Class of CNN Model	Batch Size	Epoch	Latent Dimensionality of Encoding Space	Latent Dimensionality of Decoding Space	Optimizer
Solvolysis of methanol	64	100	256	64	Adam
Solvolysis of ethanol	64	500	256	64	Adam
Solvolysis of acetone	64	100	256	64	Adam
Solvolysis of dichloromethane	64	500	256	64	Adam
Solvolysis of chloroform	64	1000	256	64	Adam
Solvolysis of water	64	500	256	64	Adam
Oxidation	64	500	256	64	Adam