Skip to main content

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