Table 6. Recall of Active Compounds in the Top 1% of Ranked Matrix 1^a.

assay code	# active CPDs in matrix 1	# active CPDs in top 1%	recall (%)	rank of first active CPD
X	1320	383	29	1
S	410	209	51	2
A	395	208	53	1
F	424	161	38	1
Q	223	120	54	1
J	156	113	72	2
AN	275	80	29	1
E	103	63	61	1
AR	662	59	9	1
C	420	56	13	4
AO	74	52	70	1
W	64	49	77	1
L	57	43	75	1
AB	98	36	37	5
I	118	35	30	10
AM	32	30	94	1
M	41	28	68	2
K	39	26	67	2
AK	65	25	38	3
AQ	57	17	30	7
D	118	16	14	1
B	125	15	12	2
AA	48	15	31	1
AF	28	15	54	1
G	103	7	7	42
H	39	7	18	39
AE	17	7	41	4
AS	25	7	28	1
AV	15	6	40	11
N	32	5	16	5
Y	13	5	38	1
AI	28	5	18	19
AD	6	3	50	72
V	50	2	4	192
AJ	6	2	33	88
T	1	1	100	38
Z	1	1	100	368
AG	1	1	100	146
AH	11	1	9	32
AU	16	1	6	249
AW	79	1	1	573
O	8	0	0	6758
P	3	0	0	12 637
R	2	0	0	31 266
U	4	0	0	1805
AC	6	0	0	2012
AL	2	0	0	26 430
AP	5	0	0	1156
AT	3	0	0	36 085

^aFor each assay, the number of active compounds in matrix 1, their recall in the top 1% of the ranking, and the highest-ranked active for RF models trained with matrix 2 are reported.