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2019
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Article
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Tab 9
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Research Article
Activity Feature Solving Based on TF-IDF for Activity Recognition in Smart Homes
Table 9
Recognition F-Measures using three classifiers concerning dataset cairo.
Feature
SVM
SMO
RF
FF
45.8%
81.4%
86.2%
TF-IDF
82.9
85.7%
87.5
TF-IDF+Sigmod
82%
83.4%
86.6%
TF-IDF+Tanh
76.6%
85.8
87.3%