In this section we discuss our training data collection procedure and
the experimental results. We present the mode detection accuracy
results when we ignore the transportation network, compared to
detection accuracy results after we include transportation network
information. Additionally, we use classification feature selection to
rank our initial set of features. Given this ranking, we then select
the highest rank features to build a final system,