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Table 6 Validation of Results: Precision and Recall.

From: Flexible taxonomic assignment of ambiguous sequencing reads

 

full 16S rRNA

V1-V2 region

 

100 bp

150 bp

200 bp

100 bp

150 bp

200 bp

q

p

r

p

r

p

r

p

r

p

r

p

r

0.0

0.1827

0.1827

0.2503

0.2503

0.3038

0.3038

0.3085

0.3085

0.3553

0.3553

0.4021

0.4021

0.1

0.1820

0.4416

0.2480

0.4296

0.3003

0.4252

0.3059

0.4246

0.3530

0.4194

0.4085

0.4536

0.2

0.1791

0.5165

0.2448

0.4920

0.2954

0.4793

0.3026

0.4819

0.3502

0.4644

0.4119

0.4948

0.3

0.1742

0.5773

0.2401

0.5551

0.2863

0.5367

0.2960

0.5319

0.3453

0.5071

0.4012

0.5464

0.4

0.1677

0.6343

0.2314

0.6205

0.2752

0.5996

0.2873

0.5924

0.3394

0.5688

0.3741

0.6020

0.5

0.1633

0.6653

0.2262

0.6500

0.2707

0.6322

0.2816

0.6205

0.3326

0.5939

0.3558

0.6224

0.6

0.1548

0.7054

0.2147

0.6938

0.2586

0.6779

0.2687

0.6666

0.3198

0.6417

0.3427

0.6633

0.7

0.1436

0.7483

0.2001

0.7393

0.2399

0.7295

0.2476

0.7156

0.2924

0.7000

0.3343

0.7143

0.8

0.1284

0.7941

0.1767

0.7898

0.2123

0.7909

0.2189

0.7718

0.2571

0.7620

0.3108

0.7551

0.9

0.1081

0.8519

0.1465

0.8506

0.1735

0.8544

0.1815

0.8383

0.2146

0.8366

0.2480

0.8367

1.0

0.0532

0.9628

0.0719

0.9700

0.0818

0.9788

0.0807

0.9726

0.0893

0.9788

0.1084

0.9700

  1. Precision (p) and recall (r) for each value of q in simulations using the full-length 16S rRNA sequence and the V1-V2 hypervariable region (right) for reads of 100, 150, and 200 bp.