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Table 4 The results of time–frequency domain features based on STFT

From: An improved electrocardiogram arrhythmia classification performance with feature optimization

Time–frequency domain features

Description

stft_max_amps

maximum amplitude of an ECG signal

stft_min_amps

minimum amplitude of an ECG signal

stft_freq_idx_of_max_amps

the frequency of maximum amplitude wave in the ECG signal in \(i\)-th index

stft_freq_idx_of_min_amps

the frequency of minimum amplitude wave in the ECG signal in \(i\)-th index

stft_time_idx_of_max_amps

the time of maximum amplitude wave in the ECG signal in in \(i\)-th index

stft_time_idx_of_min_amps

the time of minimum amplitude wave in the ECG signal in \(i\)-th index

stft_freq_val_of_max_amps

the frequency of maximum amplitude wave in the ECG signal

stft_freq_val_of_min_amps

the frequency of minimum amplitude wave in the ECG signal

stft_time_val_of_max_amps

the time of maximum amplitude wave in the ECG signal

stft_time_val_of_min_amps

the time of minimum amplitude wave in the ECG signal