Table 1 Average Pearson’s correlation (APC), mean arctan absolute percentage error (MAAPE) and their standard deviation (SD) for each trait (grain yield, GY, Plant height, PH, anthesis silking interval, ASI, days to heading, DTHD, plant height, PTHT, days to maturity, DTMT) and each maize and wheat dataset under study for three models, BMTME, BMORS and UT
DatasetModelTraitAPCSDMAAPESD
Maize dataset 1BMORSASI0.42630.05690.40240.0261
Maize dataset 1BMORSGY0.34490.03910.11420.0055
Maize dataset 1BMORSPH0.46830.02790.03950.0013
Maize dataset 1BMTMEASI0.43380.05090.39440.0228
Maize dataset 1BMTMEGY0.35040.0430.11120.0051
Maize dataset 1BMTMEPH0.45020.03660.03920.0013
Maize dataset 1UTASI0.42810.05250.39180.0226
Maize dataset 1UTGY0.35220.03680.10950.0054
Maize dataset 1UTPH0.47870.02810.03850.0013
Wheat dataset 2BMORSDTHD0.85330.03780.56250.0253
Wheat dataset 2BMORSPTHT0.46570.04340.60230.0234
Wheat dataset 2BMTMEDTHD0.87160.02870.46330.0234
Wheat dataset 2BMTMEPTHT0.47820.04190.60130.0203
Wheat dataset 2UTDTHD0.85570.03680.54050.0252
Wheat dataset 2UTPTHT0.46170.0440.59350.0228
Wheat Iranian dataset 3BMORSDTHD0.58620.01660.03924.00E-04
Wheat Iranian dataset 3BMORSDTMT0.42880.02240.06058.00E-04
Wheat Iranian dataset 3BMTMEDTHD0.59180.01550.03895.00E-04
Wheat Iranian dataset 3BMTMEDTMT0.51820.02170.0568.00E-04
Wheat Iranian dataset 3UTDTHD0.58630.01730.03934.00E-04
Wheat Iranian dataset 3UTDTMT0.48540.02080.05698.00E-04
EYT dataset 4BMORSDTHD0.81490.01050.03560.001
EYT dataset 4BMORSDTMT0.77680.01310.0236.00E-04
EYT dataset 4BMORSGY0.44440.02240.07360.0021
EYT dataset 4BMORSHeight0.54550.02070.03817.00E-04
EYT dataset 4BMTMEDTHD0.83630.00750.03036.00E-04
EYT dataset 4BMTMEDTMT0.79730.0120.02125.00E-04
EYT dataset 4BMTMEGY0.43110.02340.07340.0021
EYT dataset 4BMTMEHeight0.57280.01560.03748.00E-04
EYT dataset 4UTDTHD0.81610.01010.03418.00E-04
EYT dataset 4UTDTMT0.77260.0130.02285.00E-04
EYT dataset 4UTGY0.45510.02310.07130.0018
EYT dataset 4UTHeight0.54830.01820.03787.00E-04
EYT dataset 5BMORSDTHD0.85190.01540.02418.00E-04
EYT dataset 5BMORSDTMT0.79280.01650.0166.00E-04
EYT dataset 5BMORSGY0.55890.02690.06940.0019
EYT dataset 5BMORSHeight0.55630.02320.03490.001
EYT dataset 5BMTMEDTHD0.85960.01320.02176.00E-04
EYT dataset 5BMTMEDTMT0.81120.01530.01496.00E-04
EYT dataset 5BMTMEGY0.54860.02570.06980.0019
EYT dataset 5BMTMEHeight0.5630.02440.03480.0011
EYT dataset 5UTDTHD0.85190.01520.02377.00E-04
EYT dataset 5UTDTMT0.79020.01590.0166.00E-04
EYT dataset 5UTGY0.56210.02710.06840.002
EYT dataset 5UTHeight0.55910.02440.03460.001
EYT dataset 6BMORSDTHD0.84160.01040.02036.00E-04
EYT dataset 6BMORSDTMT0.72920.01280.01613.00E-04
EYT dataset 6BMORSGY0.48550.02060.07790.0025
EYT dataset 6BMORSHeight0.50930.01980.04349.00E-04
EYT dataset 6BMTMEDTHD0.82780.00950.02047.00E-04
EYT dataset 6BMTMEDTMT0.75250.01160.01513.00E-04
EYT dataset 6BMTMEGY0.50430.01950.07550.0022
EYT dataset 6BMTMEHeight0.50770.02320.04258.00E-04
EYT dataset 6UTDTHD0.84250.01010.02016.00E-04
EYT dataset 6UTDTMT0.7310.01270.0163.00E-04
EYT dataset 6UTGY0.4890.01830.07740.0023
EYT dataset 6UTHeight0.5140.01870.04249.00E-04
EYT dataset 7BMORSDTHD0.84060.00980.03146.00E-04
EYT dataset 7BMORSDTMT0.85760.00820.01744.00E-04
EYT dataset 7BMORSGY0.5120.02260.06860.0016
EYT dataset 7BMORSHeight0.39940.02580.0480.0013
EYT dataset 7BMTMEDTHD0.85490.00920.02918.00E-04
EYT dataset 7BMTMEDTMT0.86740.00830.01635.00E-04
EYT dataset 7BMTMEGY0.4680.02740.07140.0014
EYT dataset 7BMTMEHeight0.43060.02760.04680.0014
EYT dataset 7UTDTHD0.84030.00970.03077.00E-04
EYT dataset 7UTDTMT0.85820.00790.01725.00E-04
EYT dataset 7UTGY0.51320.0240.06840.0016
EYT dataset 7UTHeight0.40060.02630.04680.0014