Created
May 21, 2018 05:45
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3_online_feature
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| // val featuresNeedScaled = immutable.List( | |
| // "actor_rate_message_sent_over_match_latest_7_days", | |
| // "actor_rate_chat_sent_over_match_latest_7_days", | |
| // "actor_rate_5mmsg_sent_over_match_latest_7_days", | |
| // "actor_rate_10mmsg_sent_over_match_latest_7_days", | |
| // | |
| // "receiver_rate_message_sent_over_match_latest_7_days", | |
| // "receiver_rate_chat_sent_over_match_latest_7_days", | |
| // "receiver_rate_5mmsg_sent_over_match_latest_7_days", | |
| // "receiver_rate_10mmsg_sent_over_match_latest_7_days" | |
| // ) | |
| val featuresNeedBeCrossed = immutable.List( | |
| "vip_status", | |
| "constellation", | |
| //"gender", | |
| "mlc_type", | |
| "bucketized_age", | |
| "hide_contacts", | |
| "work_active", | |
| "study_active" | |
| // "bucketized_count_swipe_latest_7_days", | |
| // "bucketized_count_like_received_latest_7_days", | |
| // "bucketized_count_like_giving_latest_7_days", | |
| // "bucketized_count_match_latest_7_days", | |
| // "bucketized_count_impression_latest_7_days", | |
| // "bucketized_count_message_sent_latest_7_days", | |
| // "bucketized_count_total_message_sent_latest_7_days", | |
| // "bucketized_count_chat_sent_latest_7_days", | |
| // "bucketized_count_5mmsg_sent_latest_7_days", | |
| // "bucketized_count_10mmsg_sent_latest_7_days", | |
| // "bucketized_rate_like_received_over_impression_latest_7_days", | |
| // "bucketized_rate_like_giving_over_swipe_latest_7_days", | |
| // "bucketized_rate_match_over_like_giving_latest_7_days", | |
| // "bucketized_rate_match_over_swipe_latest_7_days", | |
| // "bucketized_rate_5mmsg_sent_over_match_latest_7_days", | |
| // "bucketized_rate_10mmsg_sent_over_match_latest_7_days", | |
| // "bucketized_rate_chat_sent_over_impression_latest_7_days", | |
| // "bucketized_rate_message_sent_over_match_latest_7_days", | |
| // "bucketized_rate_chat_sent_over_match_latest_7_days" | |
| ) | |
| val continuousFeatures = immutable.List( | |
| // "actor_rate_like_received_over_impression_latest_7_days", | |
| // "actor_rate_like_giving_over_swipe_latest_7_days", | |
| // "actor_rate_match_over_like_giving_latest_7_days", | |
| // "actor_rate_match_over_swipe_latest_7_days", | |
| // "actor_rate_5mmsg_sent_over_match_latest_7_days", | |
| // "actor_rate_10mmsg_sent_over_match_latest_7_days", | |
| // "actor_rate_chat_sent_over_impression_latest_7_days", | |
| // "actor_rate_message_sent_over_match_latest_7_days", | |
| // "actor_rate_chat_sent_over_match_latest_7_days", | |
| //"receiver_rate_like_received_over_impression_latest_7_days", | |
| //"receiver_rate_like_giving_over_swipe_latest_7_days", | |
| //"receiver_rate_match_over_like_giving_latest_7_days", | |
| "receiver_rate_match_over_swipe_latest_7_days", | |
| "receiver_rate_5mmsg_sent_over_match_latest_7_days", | |
| "receiver_rate_10mmsg_sent_over_match_latest_7_days", | |
| "receiver_rate_chat_sent_over_impression_latest_7_days", | |
| "receiver_rate_message_sent_over_match_latest_7_days", | |
| "receiver_rate_chat_sent_over_match_latest_7_days", | |
| "receiver_popularity", | |
| //"distance", | |
| //"receiver_minutes_swiped_minus_last_active", | |
| //"receiver_age", | |
| "receiver_rate_distinct_5mmsg_sent_over_match_latest_7_days", | |
| "receiver_rate_distinct_10mmsg_sent_over_match_latest_7_days", | |
| "receiver_rate_distinct_chat_sent_over_impression_latest_7_days", | |
| "receiver_rate_distinct_chat_sent_over_match_latest_7_days", | |
| "receiver_rate_distinct_message_sent_over_match_latest_7_days", | |
| "receiver_rate_distinct_5mmsg_sent_over_message_sent_latest_7_days", | |
| "receiver_rate_distinct_10mmsg_sent_over_message_sent_latest_7_days", | |
| "receiver_rate_distinct_message_sent_over_swipe_latest_7_days", | |
| "receiver_ee_rate_like_received_over_impression_latest_7_days", | |
| "receiver_ee_rate_like_giving_over_swipe_latest_7_days", | |
| "receiver_ee_rate_match_over_swipe_latest_7_days" | |
| ) | |
| val categorialFeatures = immutable.List( | |
| // "actor_bucketized_age", | |
| // "actor_bucketized_count_swipe_latest_7_days", | |
| // "actor_bucketized_count_like_received_latest_7_days", | |
| // "actor_bucketized_count_like_giving_latest_7_days", | |
| // "actor_bucketized_count_match_latest_7_days", | |
| // "actor_bucketized_count_impression_latest_7_days", | |
| // "actor_bucketized_count_message_sent_latest_7_days", | |
| // "actor_bucketized_count_total_message_sent_latest_7_days", | |
| // "actor_bucketized_count_chat_sent_latest_7_days", | |
| // "actor_bucketized_count_5mmsg_sent_latest_7_days", | |
| // "actor_bucketized_count_10mmsg_sent_latest_7_days", | |
| // "actor_bucketized_rate_like_received_over_impression_latest_7_days", | |
| // "actor_bucketized_rate_like_giving_over_swipe_latest_7_days", | |
| // "actor_bucketized_rate_match_over_like_giving_latest_7_days", | |
| // "actor_bucketized_rate_match_over_swipe_latest_7_days", | |
| // "actor_bucketized_rate_5mmsg_sent_over_match_latest_7_days", | |
| // "actor_bucketized_rate_10mmsg_sent_over_match_latest_7_days", | |
| // "actor_bucketized_rate_chat_sent_over_impression_latest_7_days", | |
| // "actor_bucketized_rate_message_sent_over_match_latest_7_days", | |
| // "actor_bucketized_rate_chat_sent_over_match_latest_7_days", | |
| "receiver_bucketized_age", | |
| "receiver_bucketized_count_swipe_latest_7_days", | |
| "receiver_bucketized_count_like_received_latest_7_days", | |
| "receiver_bucketized_count_like_giving_latest_7_days", | |
| "receiver_bucketized_count_match_latest_7_days", | |
| "receiver_bucketized_count_impression_latest_7_days", | |
| "receiver_bucketized_count_message_sent_latest_7_days", | |
| "receiver_bucketized_count_total_message_sent_latest_7_days", | |
| "receiver_bucketized_count_chat_sent_latest_7_days", | |
| "receiver_bucketized_count_5mmsg_sent_latest_7_days", | |
| "receiver_bucketized_count_10mmsg_sent_latest_7_days", | |
| //"receiver_bucketized_rate_like_received_over_impression_latest_7_days", | |
| //"receiver_bucketized_rate_like_giving_over_swipe_latest_7_days", | |
| //"receiver_bucketized_rate_match_over_like_giving_latest_7_days", | |
| "receiver_bucketized_rate_match_over_swipe_latest_7_days", | |
| "receiver_bucketized_rate_5mmsg_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_10mmsg_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_chat_sent_over_impression_latest_7_days", | |
| "receiver_bucketized_rate_message_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_chat_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_distinct_5mmsg_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_distinct_10mmsg_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_distinct_chat_sent_over_impression_latest_7_days", | |
| "receiver_bucketized_rate_distinct_chat_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_distinct_message_sent_over_match_latest_7_days", | |
| "receiver_bucketized_rate_distinct_5mmsg_sent_over_message_sent_latest_7_days", | |
| "receiver_bucketized_rate_distinct_10mmsg_sent_over_message_sent_latest_7_days", | |
| "receiver_bucketized_rate_distinct_message_sent_over_swipe_latest_7_days", | |
| "receiver_bucketized_ee_rate_like_received_over_impression_latest_7_days", | |
| "receiver_bucketized_ee_rate_like_giving_over_swipe_latest_7_days", | |
| "receiver_bucketized_ee_rate_match_over_swipe_latest_7_days", | |
| "bucketized_receiver_popularity", | |
| // "bucketized_receiver_minutes_swiped_minus_last_active", | |
| // "bucketized_distance", | |
| "bucketized_fine_receiver_minutes_swiped_minus_last_active", | |
| "bucketized_fine_distance", | |
| // "actor_vip_status", | |
| // "actor_constellation", | |
| // "actor_city", | |
| // "actor_mlc_type", | |
| "receiver_gender", | |
| "receiver_vip_status", | |
| "receiver_constellation", | |
| // "receiver_city", | |
| "receiver_mlc_type", | |
| "receiver_hide_contacts", | |
| "receiver_work_active", | |
| "receiver_study_active" | |
| ) | |
| val isSameFeatures = immutable.List( | |
| "city", | |
| "bucketized_age" | |
| ) |
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