Ammonia, Acetone, Formaldehyde Dataset

This data set is related to gas sensing, time-series classification. It has three columns: Time, I1, and Target. The Target column refers to the type of gas measured with the following classification:•1 for Ammonia (NH₃)•2 for Acetone (C₃H₆O)•3 for Formaldehyde (CH₂O)The data has been processed in a number of stages for accuracy and consistency. Raw data was first gathered using a Metal Oxide Semiconductor (MOS) sensor. After acquisition, the data were cleaned and processed, such as Savitzky-Golay filtering to remove noise or artifacts and smooth the signal.With respect to experimental configuration, the gases were diluted with 1 SLPM of air, and the concentration of the gas was maintained at 100 SCCM.This data set is a cleaned and filtered version of the time-series data, which is appropriate for classification in gas sensing applications.