Tables and Figures to Be Inserted in the Text

Tables and Figures to Be Inserted in the Text

Table S1. Name and P% values for antibacterials in training series

Training series active compounds
P% < 95 %
Sulfapyrazine / Acrotiazol / Acrotiazol / Reseptyl / Sulfabenamide
Cefalexin / Carbidium / Sch 29482 / Cefotiam / Formycin
Thiatetracycline / Disulfan / Ftalil-Medeyol / Aztreonam / Sarpicilin
Nifurthiazole / Nitrofurantoin / Furacril / Nifurmazole / Azoseptyl-K
Congasin / Ticillin / Cefmetazole / Ceftioxide / Pheneticillin
Furothiazol / Azidamphenicol / Clindamycin / Sulfasuccinamide / Albocyclin
Kanamycin / Granaticin / Sulfenazone / Propampicillin / Cordycepin
Dolmina / Nifurquinazol / Everninocin / Disulformin / Vanyldisulfamide
Aminoacrichine / Quindecamine / Mykosal / Penicillin F / Acefuralazine
Nifurpirinol / 539-13-9 / Nifurizone / Nitrofen / Ribostamycin
Sporaricin A / Antimycin / Cetofenicol / thiamphenicol / Kasugamycin
Sinefungin / Sporaricin B / Furoxacillin / Netilmicin / Tetracycline
Cyclochinum / Flucloxacilin / Azidocillin / Astromicin / Neosanamid
Chloramphenicol
90 < P% < 94 %
Mesulfamide / Bemural / Sulfapyrazole / Cefadroxil / Cefuracetime
Sulfaphenazole / Sulfaxidin / Megamid / Reupirin / Benzylpenicillin
Nifurzide / Cefaloglycin / Undecillin / Sulfapyridine / Sulfachlorpyridazine
Cysul / Cefixime / Psicofuramine / Reticulin / NF167
Aldanil / Medeyol / Sulfanitran / Septosil / Ceftizoxime
Carbocillin / Nisulfadine
80 < P% < 89
Asparenomycin / Lenampicillin / Ciminal / Nifurethazone / Furylfuramide
Sulfaclorazole / Nifurprazine / YM-13112 / Gentamicina C1 / Phthazin
Cefuroxime / Thiocillin / Aristoplomb / Sufaczecin / PS-5
Cefamamdole / Oxetacillin / Nifurfoline / Quinacillin / Talampicillin
Dphenicillin / Sulcimid / Alfasol / Sulfaclomide / Sulfamidomaleyl
Cefuroxime / Cefuroxime / Sulfalene / Supron / Salazodine
Cephanone / Cefetrizole / Ethacridine / Cefaclor / Sangivamycin
Nifuralide / Novosulfin / amidopyridine / Sulfacecole / Rubrosal
Ampicillin / Carbenicillin / Neo-uliran / Sulbenicillin / Cefazolin
Meticillin / Oxacillin / Hetacilin / Cefodizime / Furidiazina
70 < P% < 79
Fenbencillin / Glucosulfamide / Sulfanthrolum / Sulfaperin / Sulfathiadiazole
Dimerasol / Sulfadimidine / Sulfidizole / Sulfasoinizole / Salazosulfathiazole
Sulfisomidine / Wometin / Cefaparole / Gloximonam / Bacampicillin
Dexyfrenocilin / Furamizole / Mirincamycin / Sulgin / Sulphaloxate
Cefradine / Cefacetrile / Furbucilin / Nafcillin / Homosulfapyridine
Cefazaflur / Isopropicilin / SQ 27327 / Bacmecillinam / Furazonal
Sulfametin / Sulfabrom / Nifuraldezone / Apalcillin / Sulfanilamidopyridazine
Pivampicillin / Nihydrazone / Bluensomycin
60< P% < 69
Miran / Sulfathiazole / Sulfacetenum / Tifencillin / Phthalylsulfathiazole
R-2457 / Penicillin X / Metampicillim / Furampicillin / Maleylsulfathiazole
Imicillin / Bencillin-1 / Apramycin / Jodosil / sulfadimethoxine
Sulfaethidole / Salthion / Flavacidin / Dihomosulfamin / sulfanilylmetanilamide
Salazosulfamide
Table S1 continued…..
53< P% < 59
Sulfhatiourea / Sulfacarbamide / R-01256 / Cefonicid / Methylsulfathiazole
Domigon / Sulfadicramide / Furosemide / Cepochin / Nitrosulfathiazole
Triazin-gel / Nifurtimox / Yodiftiol / E 702 / Sulfachrysoidine
Flavosil / Phenolsulfazole / FCE 22101 / Xantocillin / Nitrofurathiazide
Fuzlocillin / Chlorocardicin / Sulfanilquanidine
P% < 48
Cefazedon / Nifurvidine / Loranil / Benzazone / Furmethoxadone
Ampliasul / Sulfametomidine / Suncillin / Cefsumide / Stearylsulfamide
Penicillin K / Terephtyl / Pfloxacin / Cefataxime / Pirbenicillin
Neamine / Acriflavin / RS 533 / Cefroxadine / Cefivitril
Imipenen / Clometocillin / Cefatrizine / Carpetimycin
Fibracillin / Cefoperazone

Missclassified compounds

Cefminox / Ceftiofur / Prazocillin / Cefathiamidine / fluoramphenicol
Nifuradene / Pivmecillinam / Nitrofurfurilo / Furazidin / Formosulfamerazine
Epicillin / Nifurtoinol / Furazolium / Azlocillin / Bromtetracycline
Tobramycin / Propikacin / Bekanamycin / Cyanoturbercidin / Demeclocycline
88852-06-6 / Rotamicillin
Non-active compounds training series
-100 < P% < -99.5
Clorpropandiol / SOG-18 / Alkyron / Genirin
Chloromethyl silatrane / Chlormethine oxide / Mannomustine / Benzatine
Aethimidinun / IDA / Duazomycin / Fluorafur
Tretamine / Leucodelphinidin / Estreptozocil / Tedegyl
Altretamine / Fludarabine / Flurocitabine / Semustine
Teroxirone / Indicine N-Oxide / Cofplaton / Chlornaphazine
A-139 / Thyminalkylamine / Piposulfan / Etoprine
Bou-14607 / AB 41 / Aldophosphamide / Cycloterenol
EMDAI / Peucedanin / Picartamide / Isotiquimide
Acidum o-thymotinicum / Oxisuram / Ethoxysilatrane / Oxazepam
Azaserine / Imidazol / Strinoline / Metacetamol
Inprosulfam / Classen / V-100 / GE48989
AB-182 / CB1639ç / Pyrimazid / Mesyldegranol
Fotetramine / CP15525 / CB1837 / Glicerothiazol
Biosopresin / Betamin / Thioinosine / Reumistin
Trophosphamide / Spirorlatin / Pentanal / Mitoguazone
GYKI 13324 / Blueidon / Foeirtoline / Neo-SHP
Thiolactomycin / Irkutin / Praxadine / T28
triaziquone / Metofurone / Auxitabine / Guanazole
Pumitepa / Cholethylaminouracil / Elmustine / Vorhexobarbital
Biocabazine R / Valnocyamide / 1954CD / Epirizole
Oxanamide / Inproquone / Hadacidin / Mexamin
EF-525 / Forfenimex / Neplanocin / Deximafen
Thiodirin / Buclosamide / Mycocid / IMET-3995
Cystogon / Arsthinol / RPCNU / Nitrocafan
Table S1 continued
Araside / Azuracil / Mecloralurea / Caracemide
2-AA / 2-FPTS-ZN / BT 132 Merck / Butocin
Etoglucid / Fluoxidin / Tiquinamide / Salinazid
Trichlormethine / Gobab / 4-aminophenasone / NSC-12272
Metipirox / Fluodofan / Lofemizole / Diphenizin
Marcophan / SNF 70948 / Ditiomustine / Iproclozide
Dopastin / Metamelfalan / Lumostine / AT-346
B.W. 50-71 / AT-1902 / Ritrosulfan / Fludorex
Mitobronitol / Tifemoxone / SA-291 / BM123
-99.5 < P% < - 99.0
B-518-Asta / Phenazinium / Carboquone / Broxuridine
Magnnityl Dimesilate / Mitotenamine / Alclofenac / Doxifluridine
Lysopsin b / Synafinamide / Doxofylline / Metfol-B
Tiuanidazole / Frolon / Triciribine / Diamide
LD2855 / Uramustine / Chlorphenesin / Sulfatroxazole
Cytaracid / Metropine / NSC-143019 / Primazinol
BRL-51308 / Atrolactamide / Pentavamate / Fluoromezin
Ribofrine / Sulfamoxazole / Thiamicrine / Sesbanin
Thioguanosine / Homo-Pas / Lymphamin / Sulfaforazole
Bactobolin / Nocodazole / Aethosucxinid / Carboplatin
Meturedepa / Porfiromycin / Paracrofamol / Bendamustine
Aphoxide / Aceglatone / Spiromustine / Thiogin
Embichi II / Nitrofurylen / Ptilocauline / ODEPA
Arcylate / Zingeron / Butoctamide / Hidroxycicloheximide
Pirabofurin / Carbaspartas / Leucenol / Cycloguanil
Hexadepa / AcKet / Gliocadic Acid / Clormecaine
Thiohexadepa / KB1043
-98.9 < P% < -98.0
8-Azaguanine / Pirprophen / Fluorembictin / Cinromide
Guayacol Ethylglycolate / Febrifugine / Acylmidrazone / Leatrile
m-methoxythioacetazona / Benzazetin / Aniline / Mitotane
Bromacrylide / Giareg / Emorfazone / Pheneturide
G-azauridine / Antramycin / Ederpin / Thiadrine
AB 100 / Acidum Sparfosicum / Aminothiazolinecamphorate
-97.9 < P% < -90.0
Butiopurine / Citofur / Simtrazene / Damuar
Chlorphenacemide / Fosfemid / Sparzomycin / F-28
Leukogen / Fluorbensotef / Neurodin / FD-1
Benzodepa / Tizolemide / Brosuximide / Tolnidamine
Aminoglotethimide / Sulfatriazine / BW775C / Bufloracil
Metaglycodol / Nicotafuryl / Mitindomide / Furazonal
-89.9 < P% < -5.0
Chlorambucil / Dinaphtimine / Diclonixin / Maletamer
Sulfadicramide / Alfasol / Alalon / Ac. Tiazicum
Ethylurethan

Missclassified compounds

S.131 / Benzotef / Ciamexon / Carmofur
Nannosulfan / Brodimofrin / IOB-177 / Ac. Nicosalicylicum
NSC-95466

Table S2. Name and P% range for compounds in predicting series.

Active compounds predicting series

100< P% < 95
Furalazine / Sulfaclozine / Meclocycline / Didesoxykanamycin
Nifurdazil / Sulfasolucin / FCE 20054 / Stretomycin
Actinobolin / Amoxicillin / Nifuratrone / Nitrofurfurylideneisoniazid
Sparsophenicol / Cefaloridine / Sulfabenz / Solupyridine
Nifurpyrimidine / Carumonam / Cefalotin / Sparsomycin
Nifurstyrenate / Cefmenoxime / Cefotetan / Dihydromethylfuratrizine
Nifuroquine / Cefaloram
94 < P% < 80
Aseptil / Thienamycin / Gliotoxin / Sulfaproxyline
Cefrotil / Penamecillin / Pentisomicin / Aminomethylpenicillin G
Amantocilin / Sulfacitine / Benzylsulfamide / Cefpiramide
Sifadermil / Albazin / Nifuroxime / Nifurimide
Penicillin S / Daimeton / Sulfabenzamide / Almecillin
Ceftriazone / Adicillin
79 < P% < 20
Disulfamin / Desoxymicin / Sulfatrozole / Cephalosporin C
Azosulfamid / Carfecillin / Sigumid / Tameticillin
Sulfoglycin / Rifaximin / Furaquanidine / Acetylsulfamethoxazole
Aspocilin / sulfadoxine / Sulfamerazine / Phenoxymethylpenicillin
Sulfamethoxazole / Furaltadone / Talsutin / Sulfametrole
Azoseptyl-T / YM-13115 / Azosulfanilamide / Cefoxazole
Hn 931 / Sancycline / Bromamphenicol / Sulfafurazole
Cefoxitin / Dextrosulfenidol / Sulfatolamide / Ceftezole
E-502 / Carindacillin / Sulfadiazine / Acetylthiasin
Propicillin

Missclassified compounds

Pans / Penicillin P / Nidroxyzone / Sulfacholazine
Non-active compounds predicting series
-100.0 < P% < -99.9
Athoxen / Azatepa / Aziprin / Defosfamide
Benzodet / OPSPA / Alanine Bustard / Ara-T
Azazipidine / Aclu / ceto-Azauracil / Neplanocin c
Diazan / Lilly 51641 / Brosotamide / Triciribine
A-4942 / Antimit / Profenidazole / Carmustine
Sulfofamide / Merophan / Elderfiel Pirimidine / Mitomycin
Hexaphosphamid / Metazide / 3-Deazaguanosina / Thomizine
Mitolactol / Nimustine / Dimedazol / Fludarabine
Citarabine / Butylparaben / Procarbazine / Benzolide
Ganu / Pyrantel / Neptamustine / Asperlin
Don / Apazicin(A) / Alazopeptin / Lost
99.8 < P% < -98.0
Pifobroman / Pronilide / Zenbromal / Alanosine
Tolexantone / Sulphaethylpirazole / Azapicyl / Dibrosalicyl amide
Vraton / Diaziquone / Ethenzamide / Dichloroallillawsone
Bromocyl / Betacine / Glycopyramide / Orthouanizide
Lysopsin a / Lapachol / Brofezil / Chlorphenacil
Indopan / BA1 / Bromamide / Mitonafide
Paracetamol / Floxuridine / Benaxibine / Butodicin
Dipin / Razoxan / Phenester / Chlofenotane
Ocaphane / Oxymatrine / Allisan / Selectan
Glutacyt / Acia / Bromaspirin
-90 < P% < -60
Mephenoxalone / Diclofenac / Dithizon
missclassified
C61 / Lavulino-INH / Aezulanum / Echinosporin

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