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. 2022 Nov 19;28(1):7. doi: 10.1007/s10664-022-10229-z

Table 12.

Kendall’s correlation coefficient of transition probabilities to the next state between the training and predicted set given a current state in the data science workflow

current_state Kendall’s tau
start 0.861
helper_functions 0.881
load_data 0.697
data_exploration 0.891
data_preprocessing 0.709
modelling 0.673
evaluation 0.709
prediction 0.673
result_visualization 0.661
save_results 0.611
comment_only 0.740