Wireless Communications and Mobile Computing / 2018 / Article / Tab 2

Research Article

Intelligent Smoke Alarm System with Wireless Sensor Network Using ZigBee

Table 2

Classification algorithm effect comparison.

Error rateError rate of train sets (5-fold CV)Error rate of test sets (5-fold CV)

Decision tree0.015992470.015992530.01599337
Random forest0.000470370.000470380.01270257
Support vector machine0.010818440.010465680.01740293
-nearest neighbor0.004233300.002822220.02916432

We are committed to sharing findings related to COVID-19 as quickly and safely as possible. Any author submitting a COVID-19 paper should notify us at help@hindawi.com to ensure their research is fast-tracked and made available on a preprint server as soon as possible. We will be providing unlimited waivers of publication charges for accepted articles related to COVID-19. Sign up here as a reviewer to help fast-track new submissions.