資源簡介
Santander Product Recommendationd方案1
代碼片段和文件信息
import?pandas?as?pd
import?numpy?as?np
#?test_id?=?pd.read_csv(‘../input/test_ver2.csv‘?usecols=[‘ncodpers‘])
#?nn_preds?=?pd.read_csv(‘../input/ensemble/taozi.csv‘)
#?nn_preds?=?pd.merge(test_id?nn_preds?on?=?‘ncodpers‘?how=‘left‘)
#?del?nn_preds[‘ncodpers‘]
#?nn_preds.to_csv(‘../input/ensemble/nn_preds.csv‘index?=?False)
nn_preds?=?pd.read_csv(‘../input/ensemble/nn_preds.csv‘)
xgb_preds?=?pd.read_csv(‘../input/ensemble/xgb_preds.csv‘)
preds?=?(nn_preds?+?xgb_preds)?/?2
target_cols?=?preds.columns
del?nn_preds?xgb_preds
#?target_cols?=?np.array(target_cols)
preds?=?np.argsort(preds?axis=1)
preds?=?np.fliplr(preds)[:?:7]
test_id?=?np.array(pd.read_csv(‘../input/test_ver2.csv‘?usecols=[‘ncodpers‘])[‘ncodpers‘])
final_preds?=?[“?“.join(list(target_cols[pred]))?for?pred?in?preds]
out_df?=?pd.Dataframe({‘ncodpers‘:?test_id?‘added_products‘:?final_preds})
out_df.to_csv(‘../submit/sub_com.csv‘?index=False)
?屬性????????????大小?????日期????時間???名稱
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?????文件????????174??2019-12-09?13:58??Santander?Product?Recommendationd方案1\.idea\inspectionProfiles\profiles_settings.xm
?????文件????????305??2019-12-09?13:58??Santander?Product?Recommendationd方案1\.idea\misc.xm
?????文件????????339??2019-12-09?13:58??Santander?Product?Recommendationd方案1\.idea\modules.xm
?????文件????????408??2019-12-09?13:58??Santander?Product?Recommendationd方案1\.idea\Santander?Product?Recommendationd方案1.iml
?????文件???????1835??2019-12-10?09:50??Santander?Product?Recommendationd方案1\.idea\workspace.xm
?????文件????????929??2018-01-28?20:07??Santander?Product?Recommendationd方案1\ensemble.py
?????文件???????1409??2018-01-28?20:07??Santander?Product?Recommendationd方案1\feature_combine.py
?????文件??????13233??2018-01-28?20:07??Santander?Product?Recommendationd方案1\feature_extract_v1.py
?????文件??????13737??2018-01-28?20:07??Santander?Product?Recommendationd方案1\feature_extract_v2.py
?????文件???????6967??2018-01-28?20:07??Santander?Product?Recommendationd方案1\Others\code.py
?????文件???????5911??2018-01-28?20:07??Santander?Product?Recommendationd方案1\Others\Rule_main.py
?????文件???????8956??2018-01-28?20:07??Santander?Product?Recommendationd方案1\Others\xgb_v1.py
?????文件???????2401??2018-01-28?20:07??Santander?Product?Recommendationd方案1\prepro.py
?????文件???????4134??2018-01-28?20:07??Santander?Product?Recommendationd方案1\xgb_fast.py
?????文件??????11474??2018-01-28?20:07??Santander?Product?Recommendationd方案1\xgb_sc
?????目錄??????????0??2019-12-09?13:58??Santander?Product?Recommendationd方案1\.idea\inspectionProfiles
?????目錄??????????0??2019-12-10?09:50??Santander?Product?Recommendationd方案1\.idea
?????目錄??????????0??2019-12-06?11:19??Santander?Product?Recommendationd方案1\Others
?????目錄??????????0??2019-12-09?13:58??Santander?Product?Recommendationd方案1
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