Table 2 Characteristics of the training and testing data set

From: Identification and estimation of lodging in bread wheat genotypes using machine learning predictive algorithms

Variables	Input parameters	Training data				Testing data
Variables	Input parameters	Min	Max	Mean	St. dev	Min	Max	Mean	St. dev
Independent	PH	73.6	127.4	102.225	12.952	72.6	122.4	102.542	12.039
	PeD	2.24	5.65	4.02	0.592	2.45	5.34	4.052	0.598
	IL1	4.0	11.6	7.632	1.836	4.0	11.6	7.654	1.683
	IL2	8.4	18.3	13.059	2.139	8.4	18.3	13.074	1.956
Dependent	LS	0.0	0.842	0.288	0.263	0.0	0.80	0.272	0.257

LS Lodging score index or LS, PH plant height, IL1 internode length 1, IL2 internode length 2, PeD penultimate diameter

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ISSN: 1746-4811

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