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 |