Thanks for your work. Deeplog performs very well when I use the "sliding_window" option on HDFS. However, it performs very poorly when I use the "session_window" option on HDFS (Precision: 2.953%, Recall: 99.994%, F1-measure: 5.736%). Could you please double-check whether your implementation of "session_window" is correct? (Please let me know anyone else also had this problem) Thanks
Particularly, you have used the following function to truncate or pad each session for "session_window". From my side, I think it will largely impact the accuracy (Precision or F1-score).
def trp(l, n):""" Truncate or pad a list """r = l[:n]if len(r) < n:r.extend(list([0]) * (n - len(r)))return r
Thanks for your work. Deeplog performs very well when I use the "sliding_window" option on HDFS. However, it performs very poorly when I use the "session_window" option on HDFS (Precision: 2.953%, Recall: 99.994%, F1-measure: 5.736%). Could you please double-check whether your implementation of "session_window" is correct? (Please let me know anyone else also had this problem) Thanks
Particularly, you have used the following function to truncate or pad each session for "session_window". From my side, I think it will largely impact the accuracy (Precision or F1-score).
def trp(l, n):""" Truncate or pad a list """r = l[:n]if len(r) < n:r.extend(list([0]) * (n - len(r)))return r