A Machine Learning Study on the Thermostability Prediction of (R)-ω-Selective Amine Transaminase from Aspergillus terreus

Table 2

The best model according to different training sets selected by ISAR and the comparison of predicted values of 13 mutants with the experimental results [33].

Variant	Mutations	Predicted (min)	Experimental (min)
WT		7.35
P1	I77L	19.19
P2	Q97E	7.35
P3	H210N	22.38
P4	N245D	17.07
P5	G292D	13.95
P6	I295V	9.15
P7	I77L_H210N	42.74
P8	Q97E_H210N	32.85
P9	H210N_N245D	16.10
P10	H210N_G292D	33.88
P11	I77L_Q97E_H210N	28.25
P12	I77L_H210N_G292D	30.92