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2019
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Article
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Tab 5
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Research Article
Activity Feature Solving Based on TF-IDF for Activity Recognition in Smart Homes
Table 5
Recognition accuracies using three classifiers concerning dataset cairo.
Feature
SVM
SMO
RF
FF
41%
83.1%
87.4%
TF-IDF
83.8
86.4
88.8
TF-IDF+Sigmod
83.6%
83.6%
87.8%
TF-IDF+Tanh
80.3%
83.7%
88.6%