qsh-finance-aml-gbm / feature_spec.json
Daemons-Q's picture
Graph-feature-preprocessed gradient boosting: artefacts + measured metrics
561b8e0 verified
Raw
History Blame
905 Bytes
{
"features": [
"amount_paid_log",
"amount_ratio",
"currency_mismatch",
"is_self_transfer",
"hour_of_day",
"day_of_week",
"is_round_amount",
"format_risk",
"src_out_degree",
"src_unique_dst",
"dst_in_degree",
"dst_unique_src",
"src_fan_out_ratio",
"dst_fan_in_ratio",
"src_amount_mean_log",
"src_amount_max_log",
"dst_amount_mean_log",
"amount_z_src",
"amount_share_of_src_total",
"is_reciprocal",
"two_cycle_count",
"scatter_gather_src",
"scatter_gather_dst",
"src_bank_diversity",
"dst_bank_diversity",
"is_cross_bank",
"closes_cycle_2",
"closes_cycle_3",
"closes_cycle_4",
"onward_hops",
"src_burst_fanout",
"dst_burst_fanin"
],
"decision_threshold": 0.9284261465072632,
"notes": "Graph aggregates are fitted on the training window only; unseen accounts score 0."
}