SYSTEM AND METHOD FOR FACILITATING MODEL-BASED CLASSIFICATION OF TRANSACTIONS

摘要

In certain embodiments, resolved exceptions information regarding resolved exceptions may be obtained. The resolved exceptions information may indicate the resolved exceptions and, for each resolved exception of the resolved exceptions, a set of attributes of a transaction for which the resolved exception was triggered. The resolved exceptions information may be provided as input to a prediction model to obtain multiple decision trees via the prediction model. Each decision tree of the multiple decision trees may comprise nodes and conditional branches, each node of the nodes of the decision tree indicating a probability of a dividend-related classification for a transaction that corresponds to the node. A decision tree may be obtained from the multiple decision trees. Unresolved exception information regarding unresolved exceptions may be processed based on the decision tree to determine which of the decision tree's nodes respectively correspond to transactions for which the unresolved exceptions were triggered.