Skip to content

G
gm_strategy_cvr
Commit 90112286 authored by 赵威's avatar 赵威
Browse files
Options

remove service feature

parent d948b8d0
Hide whitespace changes
Inline Side-by-side
Showing with 42 additions and 42 deletions
src/models/esmm/diary_model.py
View file @ 90112286
...@@ -87,11 +87,11 @@ _int_columns = [ ...@@ -87,11 +87,11 @@ _int_columns = [
"first_positions_num", "first_positions_num",
"second_positions_num", "second_positions_num",
"projects_num", "projects_num",
"is_related_service", # "is_related_service",
"effect_second_skip_num", # "effect_second_skip_num",
"business_second_skip_num", # "business_second_skip_num",
"service_price", # "service_price",
"service_sold_num", # "service_sold_num",
] ]
_float_columns = [ _float_columns = [
"one_ctr", "one_ctr",
...@@ -174,11 +174,11 @@ _categorical_columns = [ ...@@ -174,11 +174,11 @@ _categorical_columns = [
"click_diary_id3", "click_diary_id3",
"click_diary_id4", "click_diary_id4",
"click_diary_id5", "click_diary_id5",
"service_id", # "service_id",
"service_city", # "service_city",
"recommend_service_id", # "recommend_service_id",
"recommend_service_city", # "recommend_service_city",
"recommend_service_price", # "recommend_service_price",
"device_fd2", "device_fd2",
"device_sd2", "device_sd2",
"device_fs2", "device_fs2",
......
src/models/esmm/fe/diary_fe.py
View file @ 90112286
...@@ -124,18 +124,18 @@ DIARY_COLUMNS = [ ...@@ -124,18 +124,18 @@ DIARY_COLUMNS = [
"first_positions_num", "first_positions_num",
"second_positions_num", "second_positions_num",
"projects_num", "projects_num",
"is_related_service", # "is_related_service",
"effect_second_skip_num", # "effect_second_skip_num",
"business_second_skip_num", # "business_second_skip_num",
"effect_second_skip_rate", # "effect_second_skip_rate",
"business_second_skip_rate", # "business_second_skip_rate",
"service_id", # "service_id",
"service_price", # "service_price",
"service_sold_num", # "service_sold_num",
"service_city", # "service_city",
"recommend_service_id", # "recommend_service_id",
"recommend_service_city", # "recommend_service_city",
"recommend_service_price", # "recommend_service_price",
] ]
INT_COLUMNS = [ INT_COLUMNS = [
"active_days", "active_days",
...@@ -213,10 +213,10 @@ INT_COLUMNS = [ ...@@ -213,10 +213,10 @@ INT_COLUMNS = [
"first_positions_num", "first_positions_num",
"second_positions_num", "second_positions_num",
"projects_num", "projects_num",
"effect_second_skip_num", # "effect_second_skip_num",
"business_second_skip_num", # "business_second_skip_num",
"service_price", # "service_price",
"service_sold_num", # "service_sold_num",
] ]
FLOAT_COLUMNS = [ FLOAT_COLUMNS = [
"one_ctr", "one_ctr",
...@@ -251,8 +251,8 @@ FLOAT_COLUMNS = [ ...@@ -251,8 +251,8 @@ FLOAT_COLUMNS = [
"sixty_browse_duration_avg", "sixty_browse_duration_avg",
"ninety_browse_duration_avg", "ninety_browse_duration_avg",
"history_browse_duration_avg", "history_browse_duration_avg",
"effect_second_skip_rate", # "effect_second_skip_rate",
"business_second_skip_rate", # "business_second_skip_rate",
] ]
CATEGORICAL_COLUMNS = [ CATEGORICAL_COLUMNS = [
"device_id", "device_id",
...@@ -305,12 +305,12 @@ CATEGORICAL_COLUMNS = [ ...@@ -305,12 +305,12 @@ CATEGORICAL_COLUMNS = [
"click_diary_id3", "click_diary_id3",
"click_diary_id4", "click_diary_id4",
"click_diary_id5", "click_diary_id5",
"is_related_service", # "is_related_service",
"service_id", # "service_id",
"service_city", # "service_city",
"recommend_service_id", # "recommend_service_id",
"recommend_service_city", # "recommend_service_city",
"recommend_service_price", # "recommend_service_price",
"device_fd2", "device_fd2",
"device_sd2", "device_sd2",
"device_fs2", "device_fs2",
...@@ -422,15 +422,15 @@ def diary_feature_engineering(df): ...@@ -422,15 +422,15 @@ def diary_feature_engineering(df):
diary_df["is_have_pure_reply"] = diary_df["is_have_pure_reply"].astype(int) diary_df["is_have_pure_reply"] = diary_df["is_have_pure_reply"].astype(int)
diary_df["is_have_reply"] = diary_df["is_have_reply"].astype(int) diary_df["is_have_reply"] = diary_df["is_have_reply"].astype(int)
diary_df["is_related_service"] = diary_df["is_related_service"].astype(int) # diary_df["is_related_service"] = diary_df["is_related_service"].astype(int)
diary_df["service_id"] = diary_df["service_id"].astype(str) # diary_df["service_id"] = diary_df["service_id"].astype(str)
diary_df["recommend_service_id"] = diary_df["recommend_service_id"].astype(str) # diary_df["recommend_service_id"] = diary_df["recommend_service_id"].astype(str)
diary_df["recommend_service_price"] = diary_df["recommend_service_price"].astype(str) # diary_df["recommend_service_price"] = diary_df["recommend_service_price"].astype(str)
diary_df["service_id"] = diary_df["service_id"].fillna("-1") # diary_df["service_id"] = diary_df["service_id"].fillna("-1")
diary_df["service_city"] = diary_df["service_city"].fillna("") # diary_df["service_city"] = diary_df["service_city"].fillna("")
diary_df["recommend_service_id"] = diary_df["recommend_service_id"].fillna("-1") # diary_df["recommend_service_id"] = diary_df["recommend_service_id"].fillna("-1")
diary_df["recommend_service_city"] = diary_df["recommend_service_city"].fillna("") # diary_df["recommend_service_city"] = diary_df["recommend_service_city"].fillna("")
diary_df = diary_df[DIARY_COLUMNS] diary_df = diary_df[DIARY_COLUMNS]
......
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment