Anomaly detection
This first data set captures traders' performance but we would like to see the most abnormal traders. Would you be able to identify 1% of these traders whom we would like to conduct interviews and discuss their style? Style here merely refers to the field names in the data set.
I adopt Isolation Forest as algorithm for anomaly detection. Also, i dig deeper by analyzing anomalous trader to understand their patern..