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Table 3 Confusion matrix of ML model on 7 daily life activities using Ten-fold cross validation

From: A collaborative healthcare framework for shared healthcare plan with ambient intelligence

Activities Upstairs Standing Sitting Running Downstairs Walking Bicycle
Upstairs 0.94 0.00 0.00 0.01 0.05 0.00 0.00
Standing 0.00 0.99 0.00 0.00 0.00 0.00 0.00
Sitting 0.00 0.00 0.99 0.00 0.00 0.00 0.00
Running 0.02 0.00 0.00 0.90 0.02 0.05 0.00
Downstairs 0.02 0.02 0.00 0.01 0.94 0.00 0.00
Walking 0.00 0.00 0.00 0.00 0.00 1.00 0.00
Bicycle 0.00 0.00 0.00 0.00 0.00 0.00 1.00
  1. The predicted activities are represented by columns while the actual activities are represented by rows