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Table 4 Weighted error comparison

From: Hierarchical classification strategy for Phenotype extraction from epidermal growth factor receptor endocytosis screening

1st step

knnc

ldc

qdc

neurc

svc

C-V

mean

std

mean

std

mean

std

mean

std

mean

std

B&B

0.0053

0.0011

0.0061

0.0038

0.0059

0.0028

0.0061

0.0029

0.0061

0.0038

IND

0.0058

0.0023

0.0061

0.0038

0.0059

0.0028

0.0055

0

0.0057

0.0014

2nd step

knnc

ldc

qdc

neurc

svc

C-V

mean

std

mean

std

mean

std

mean

std

mean

std

B&B

0.0214

0.0031

0.0321

0.0011

0.056

0.0019

0.0231

0.0048

0.0214

0.002

IND

0.0261

0

0.0267

0

0.0607

0

0.0214

0.0021

0.0261

0

1st step

knnc

ldc

qdc

neurc

svc

VAR

mean

std

mean

std

mean

std

mean

std

mean

std

B&B

0.0053

0.0011

0.0061

0.0038

0.0059

0.0028

0.0055

0.0018

0.0061

0.0038

IND

0.0058

0.0023

0.0061

0.0038

0.0059

0.0028

0.0056

0

0.0058

0.0019

2nd step

knnc

ldc

qdc

neurc

svc

VAR

mean

std

mean

std

mean

std

mean

std

mean

std

B&B

0.0237

0.0044

0.0319

0.0015

0.0563

0.0027

0.0236

0.0069

0.0218

0.0028

IND

0.0263

0

0.0272

0.0029

0.0598

0.004

0.0218

0.004

0.0265

0.001

  1. C-V represents c-variance
  2. B&B represents branch & bound
  3. IND represents individual
  4. VAR represents variance