Possible Typo in Column Name in `read_csvs_from_path_and_reformat` Function

[bowl-of-porrige]

I think there's a small typo in the function read_csvs_from_path_and_reformat inside CICIDS2017_labelling_fixed_CICFlowMeter.ipynb.

Right now, the code has this line:

int64_columns = ["Total TCP Flow Time"]

But it should actually be:

int64_columns = ["Total Connection Flow Time"]

Why?

After digging into the source files, I found that the correct column name should be "Total Connection Flow Time", not "Total TCP Flow Time". Here's why:

1. In FlowFeature.java (line 109), we found the following column:

   cum_cnx_time("Total Connection Flow Time", "TCFT"), // 91

2. The value of col is set in BasicFlow.java (line 1419) with the following var:

   dump.append(cumulativeConnectionDuration).append(separator);                //91

3. The var is updated the following way:
   The logic for setting cumulativeConnectionDuration is in FlowGenerator.java (lines 97-102):

   // Set cumulative flow time if TCP packet
   if (TCP_UDP_LIST_FILTER.contains(flow.getProtocol())) {
       long currDuration = flow.getCumulativeConnectionDuration();
       currDuration += flow.getFlowDuration();
       flow.setCumulativeConnectionDuration(currDuration);
   }

   Note how in the comments it is explicitly stated that this value represents TPC flow duration