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Table 2 Performance metrics of each algorithm for predicting activity

From: Measuring happiness increases happiness

  Activity
  Accuracy (%) F1-score (%) Combination (%)
Baseline 67.75 55.99 61.87
Decision tree 68.54 66.75 67.65
Gradient boosting 75.78 73.02 74.40
Random forest 79.06 73.18 76.12
SVM 77.42 69.79 73.60
FFNN 68.07 68.07 68.07
LSTM 69.57 68.97 69.27
  1. The best metrics are written in bold