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. 2016 Jan 22;8:2. doi: 10.1186/s13321-016-0113-y

Table 2.

Analyzed sets of descriptors

Package name Type of descriptorsa Number of descriptors Matrix size, billions Number of descriptors after filtering Non-zero values, millions Sparsenessb
EFG Binary 595 0.18 347 3.1 33
QNPR Integer 1502 0.45 1040 6.3 49
MolPrint Binary 688,634 205 197,367 8.1 7200
E-state count Float 631 0.19 487 10 14
Inductive Float 54 0.02 39 11 1
ECFP4 Binary 1024 0.31 1021 12 25
ISIDA Integer 5886 1.75 2275 18 37
ChemAxon Float 498 0.15 114 23 1.5
GSFrag Integer 1138 0.34 469 24 5.7
CDK Float 239 0.07 182 27 2
Adriana Float 200 0.06 139 32 1.3
Mera, Mersy Float 571 0.17 235 61 1.1
Dragon Float 1647 0.49 911 183 1.5

aThe dominating type of descriptors within the corresponding package

bAverage number of zero entries per one non-zero value of the descriptor matrix