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Table 5 Deep neural network

From: Recognition of cooking activities through air quality sensor data for supporting food journaling

 Original predictionsAfter post-processing
TN4506727
FP1109482
TP527491
FN142178
Accuracy (%)80.0964.86
Specificity (%)80.2560.13
Recall (%)78.7773.39
Precision (%)32.2150.46
\(F_1\) score (%)45.7359.81
  1. Results with cooking instance modality, online recognition
  2. Numbers in italic indicate the largest value obtained in the experiment for each considered metric