Extract time series features of a data

Himanshu_Pant

Please help me for extracting the following time series features:

new_fc_parameters = {

    'abs_energy': None,

    'mean_abs_change':mean_chan None,

    'ge': None,

    'mean_second_derivative_central': None,

    'variation_coefficient': None,

    'variance': None,

    'absolute_sum_of_changes': None,

    'longest_strike_below_mean': None,

    'longest_strike_above_mean': None,

    'fft_coefficient': [{'coeff': 0, 'attr': 'real'},

    {'coeff': 1, 'attr': 'real'},

    {'coeff': 2, 'attr': 'real'},

    {'coeff': 3, 'attr': 'real'},

    {'coeff': 4, 'attr': 'real'},

    {'coeff': 5, 'attr': 'real'},

    {'coeff': 6, 'attr': 'real'},

    {'coeff': 7, 'attr': 'real'},

    {'coeff': 8, 'attr': 'real'},

    {'coeff': 9, 'attr': 'real'},

    {'coeff': 10, 'attr': 'real'}],

    'number_crossing_m': [{'m': 0}, {'m': -1}, {'m': 1}],

    'linear_trend_timewise': [{'attr': 'pvalue'},

    {'attr': 'rvalue'},

    {'attr': 'intercept'},

    {'attr': 'slope'},

    {'attr': 'stderr'}],                                        

}

Caperez

Hi @Himanshu_Pant, 
Please check this video about Time Series analytics with RM:
An Introduction to Time Series Analysis | RapidMiner

also you have a complete short course into Rapidminer Academy.

Best,
Cesar