Short-Time Fourier Transform and Decision Tree-Based Pattern Recognition for Gas Identification Using Temperature Modulated Microhotplate Gas Sensors

Figure 7

The recognition accuracy rates of four modulation waveforms. Decision tree classifier and 12-fold cross-validation are applied for the pattern recognition system.