Skip to main content

Table 1 Evaluation measures 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 Precision Recall F-score Accuracy
Walking 98.4 99.5 0.98 99.5
Running 97.2 89.6 0.93 89.6
Upstairs 88.7 93.6 0.91 93.6
Downstairs 88.6 94.3 0.91 94.3
Standing 98.7 99.1 0.98 99.1
Sitting 100.0 99.3 0.99 99.3
Bicycle 99.9 100.0 1.00 100.0
Average 97.9 97.8 0.98 97.8
  1. The F-score is in range of [0–1] with 1 being the highest. The other measures are in percentages(%)