During the step 2 – exploratory data analysis (EDA), we discovered that sensors 1, 5, 10, 16, 18, and 19 and operative setting 3 are not useful at all. The Random Forest Regressor suggested that we build a model only on a small subset of our variables. We will apply our model only to the following sensors:

columns_feature=['sensor_4','sensor_7']