{ "sample_size": { "total": 172304959, "train": 144108235, "valid": 16515570, "test": 11681154 }, "split_strategy": "date", "split_by_date": { "train_days": 25, "valid_days": 3, "test_days": 3, "train_range": "20231001 ~ 20231025", "valid_range": "20231026 ~ 20231028", "test_range": "20231029 ~ 20231031" }, "oov_filter": { "min_feat_count": 2, "applied_to": [ "session_id", "day_of_week", "is_weekend", "hour", "product_id", "price_bucket", "c0_id", "c1_id", "c2_id", "brand_id", "item_condition_id", "size_id", "shipper_id", "color" ], "rule": "feature values with count < min_feat_count are mapped to 0" }, "blocked_layout": { "train_blocks": 32, "valid_blocks": 16, "test_blocks": 16, "train": { "data_dir": "train/data", "user_info_dir": "train/user_info", "item_info_dir": "train/item_info" }, "valid": { "data_dir": "valid/data", "user_info_dir": "valid/user_info", "item_info_dir": "valid/item_info" }, "test": { "data_dir": "test/data", "user_info_dir": "test/user_info", "item_info_dir": "test/item_info" } }, "event_id_map": { "item_view": 0, "item_like": 1, "item_add_to_cart_tap": 2, "offer_make": 3, "buy_start": 4, "buy_comp": 5 }, "event_to_action_name": { "item_view": "exposure", "item_like": "Like", "item_add_to_cart_tap": "Cart", "offer_make": "Offer", "buy_start": "Checkout", "buy_comp": "Purchase" }, "label": [ "Like", "Cart", "Offer", "Checkout", "Purchase" ], "action_vocab": { "Cart": 1, "Cart|Checkout": 2, "Cart|Checkout|Purchase": 3, "Cart|Offer": 4, "Cart|Offer|Checkout": 5, "Cart|Offer|Checkout|Purchase": 6, "Cart|Offer|Purchase": 7, "Cart|Purchase": 8, "Checkout": 9, "Checkout|Purchase": 10, "Like": 11, "Like|Cart": 12, "Like|Cart|Checkout": 13, "Like|Cart|Checkout|Purchase": 14, "Like|Cart|Offer": 15, "Like|Cart|Offer|Checkout": 16, "Like|Cart|Offer|Checkout|Purchase": 17, "Like|Cart|Offer|Purchase": 18, "Like|Cart|Purchase": 19, "Like|Checkout": 20, "Like|Checkout|Purchase": 21, "Like|Offer": 22, "Like|Offer|Checkout": 23, "Like|Offer|Checkout|Purchase": 24, "Like|Offer|Purchase": 25, "Like|Purchase": 26, "Offer": 27, "Offer|Checkout": 28, "Offer|Checkout|Purchase": 29, "Offer|Purchase": 30, "Purchase": 31, "exposure": 32 }, "action_vocab_desc": "One action token per view sample; each token encodes the multi-label outcomes matched from later events for the same user-item.", "vocab_size": { "user_index": 1697915, "item_index": 43817684, "user_id": 1697916, "item_id": 43817684, "action": 33, "timestamp": 0, "session_id": 3701837, "day_of_week": 8, "is_weekend": 3, "hour": 25, "product_id": 893620, "price_bucket": 10, "c0_id": 18, "c1_id": 310, "c2_id": 3042, "brand_id": 19783, "item_condition_id": 7, "size_id": 356, "shipper_id": 3, "color": 7311 }, "feature_groups": { "context_features": [ "session_id", "day_of_week", "is_weekend", "hour" ], "item_static_features": [ "product_id", "price_bucket", "c0_id", "c1_id", "c2_id", "brand_id", "item_condition_id", "size_id", "shipper_id", "color" ] }, "sample_construction": { "anchor": "first item_view per user_id + item_id", "labels": "Like/Cart/Offer/Checkout/Purchase events strictly after the anchor view are OR-ed into that view's multi-label target.", "non_view_events": "used only to fill labels; not retained as samples or sequence tokens" }, "user_info_schema": { "fields": [ "user_index", "full_item_seq", "full_action_seq", "full_timestamp_seq" ] }, "item_info_schema": { "fields": [ "item_index", "item_id", "product_id", "price_bucket", "c0_id", "c1_id", "c2_id", "brand_id", "item_condition_id", "size_id", "shipper_id", "color" ] }, "max_len": { "full_item_seq": 26576, "full_action_seq": 26576, "full_timestamp_seq": 26576 } }