Plant Phenomics / 2020 / Article / Tab 2

Research Article

Semisupervised Deep State-Space Model for Plant Growth Modeling

Table 2

Data used for cross-validation.

Dataset patternTraining (data size (labeled size) (cultivation bed no.))Validation (data size (labeled size) (cultivation bed no.))Test (data size (labeled size) (cultivation bed no.))

A2,241 (382) (3, 4, 5, 6, 7, 11, 13, 14, 15)747 (123) (8, 12, 16)996 (167) (1, 2, 9, 10)
B2,241 (345) (1, 5, 7, 8, 9, 13, 14, 15, 16)747 (131) (2, 6, 10)996 (154) (3, 4, 11, 12)
C2,241 (361) (1, 2, 3, 4, 7, 9, 10, 11, 15)747 (123) (8, 12, 16)996 (189) (5, 6, 13, 14)
D2,241 (381) (1, 3, 4, 5, 9, 11, 12, 13, 14)747 (131) (2, 6, 10)996 (161) (7, 8, 15, 16)