Feature importance value's are similar while processing 50k samples

[aswinjose89]

I have five features with target feature called 'mmsi' from dataset merged_ais_data_1618929435192.pkl.bz2

Markov Blanket: ['cog', 'sog', 'beam', 'latitude', 'longitude', 'heading', 'length']
Feature importance: [21.69653315944471, 21.69653315944471, 21.69653315944471, 21.69653315944471, 21.69653315944471, 21.69653315944471, 21.69653315944471]

Refer dataset from https://www.kaggle.com/aswinjose/ais-maritime-data
Filename: merged_ais_data_1618929435192.pkl.bz2

[aswinjose89]

Did you had any chance to check this issue?

[atif-hassan]

Hi Aswin.
I am actually reeling under the effects of Covid. I will get back to this once I am better.