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Table 2 Test classification accuracy of the proposed HNF for different datasets using DCT

From: High-dimensional neural feature design for layer-wise reduction of training cost

Dataset Proposed HNF ELM Proposed HNF
  Accuracy n(1) L Accuracy Accuracy n(1) L
Letter 93.2 250 5 88.3 94.7 1000 3
Shuttle 99.8 250 5 99.0 99.3 1000 3
MNIST 97.7 1000 5 96.9 97.8 4000 3