Live FEATURE EXTRACTION

Features mostly used

    #select features

    features = ['voltage_min', 'voltage_max', 'voltage_mean', 'voltage_median', 'voltage_std',

        'voltage_kurtosis', 'voltage_skew', 'voltage_max_min',

        'temperature_min', 'temperature_max', 'temperature_mean',

        'temperature_median', 'temperature_std', 'temperature_kurtosis',

        'temperature_skew', 'temperature_max_min', 'dV_min', 'dV_max',

        'dV_mean', 'dV_median', 'dV_std', 'dV_kurtosis', 'dV_skew',

        'dV_max_min', 'dI_min', 'dI_max', 'dI_mean', 'dI_median', 'dI_std',

        'dI_kurtosis', 'dI_skew', 'dI_max_min', 'dT_min', 'dT_max', 'dT_mean',

        'dT_median', 'dT_std', 'dT_kurtosis', 'dT_skew', 'dT_max_min']

ML Results