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Table 1 Effect of DsInit size and bin combination on accuracy and efficiency for the initial trained model (repeated 10 times)

From: Efficient iterative virtual screening with Apache Spark and conformal prediction

Trail no. DsInit (K) Bins Accu. (avg) Accu. (SD) Eff. (avg) Eff. (SD)
1 50 1_6 45.33 47.22 65 23
2 50 1_5 65.33 43.95 63 23
3 50 1_4 78.34 41.31 44 17
4 50 2_4 94.34 4.46 79 18
5 100 1_6 89.67 6.37 73 16
6 100 1_5 94.67 5.92 75 18
7 100 1_4 88.34 29.91 31 12
8 100 2_4 89.67 7.45 91 11
9 200 1_6 93.00 3.99 65 15
10 200 1_5 96.34 1.89 76 17
11 200 1_4 97.67 2.25 43 20
12 200 2_4 90.34 9.74 91 6
13 300 1_6 86.67 8.01 44 12
14 300 1_5 95.34 4.50 63 17
15 300 1_4 98.34 1.76 54 22
16 300 2_4 86.00 7.17 94 5