1

alg-evaluat-system/model_evaluat/html_model.py

@@ -202,8 +202,11 @@ for i in alg_name:
         cvr_ks=cvr_ks_head+cvr_ks_v+ '</tbody></table>'
     cvr_ks_html=cvr_ks_html+cvr_ks
 cvr_roc_ks_html=cvr_roc+cvr_ks_title+cvr_ks_html
-
-html=ctr_roc_ks_html+cvr_roc_ks_html
+end='''<h1>  </h1>
+            <DIV style="BORDER-TOP: #00686b 1px dashed; OVERFLOW: hidden; HEIGHT: 1px"></DIV>
+            <DIV style="BORDER-TOP: #00686b 1px dashed; OVERFLOW: hidden; HEIGHT: 1px"></DIV>
+            '''
+html=ctr_roc_ks_html+cvr_roc_ks_html+end
 
 # f=open('a.html','w')
 # f.write(html)

alg-evaluat-system/model_evaluat/roc_ks.py

@@ -70,6 +70,8 @@ sql_ctr_roc = '''select ctr_label,pre_ctr,
                     WHEN rcmd_type=260 THEN 'esmm003'
                     WHEN rcmd_type=261 THEN 'xDeepFm5'
                     WHEN rcmd_type=262 THEN 'xDeepFm6'
+                    WHEN rcmd_type=263 THEN 'resource1'
+                    WHEN rcmd_type=264 THEN 'resource2'
                     END AS rcmd_name
                     from advert.dws_advert_order_wide_v4_level_6_di
                     where dt='{}' and pre_ctr is not null
@@ -126,11 +128,12 @@ sql_cvr_roc = '''select is_target_convert,pre_cvr,
                     WHEN rcmd_type=260 THEN 'esmm003'
                     WHEN rcmd_type=261 THEN 'xDeepFm5'
                     WHEN rcmd_type=262 THEN 'xDeepFm6'
-
+                    WHEN rcmd_type=263 THEN 'resource1'
+                    WHEN rcmd_type=264 THEN 'resource2'
                     END AS rcmd_name
              from
             (select * from advert.dws_advert_order_wide_v5_level_2_di
-            where dt='{}' and charge_cnt>0 and ctr_label=1) a
+            where dt='{}' and charge_cnt>0 and pre_cvr is not null) a
                   '''.format(dt)
 
 cursor.execute(sql_ctr_roc)
@@ -140,16 +143,15 @@ ctr_roc_data=pd.DataFrame(cursor.fetchall(),
 cursor.execute(sql_cvr_roc)
 cvr_roc_data=pd.DataFrame(cursor.fetchall(),
                           columns=['cvr_label','pre_cvr','rcmd_name'])
+cvr_roc_data['cvr_label']=cvr_roc_data['cvr_label'].fillna(value=0)
+cvr_roc_data.ix[cvr_roc_data['cvr_label']>0,'cvr_label']=1
 
 #'alg-4.0',
 alg=['alg-4.0.1','alg-4.0.2','alg-4.1','alg-4.2.1',
-     'alg-online-learn223',
-     'alg-app-optimize',
-     'BTM_AND_PC_31',
-     'fix_bias_2','fix_bias_3','ffm004',
-     'fnn2','dcn2',
+     'alg-online-learn223','alg-app-optimize','BTM_AND_PC_31',
+     'fix_bias_2','fix_bias_3','fnn2','dcn2',
      'essm_online1','Material_reform_online',
-     'xDeepFm4','essm_deep3','essm_deep4']
+     'xDeepFm4','essm_deep4','resource1','resource2']
 
 ########roc曲线###=============================================================================
 part=[(0,0),(0,1),(0,2),(0,3),(1,0),(1,1),(1,2),(1,3),(2,0),(2,1),(2,2),(2,3),(3,0),(3,1),(3,2),(3,3),

auto-spread/auto_manage/candidate_set_new.py

@@ -152,9 +152,9 @@ sql_ad_slot='''select
 	avg(pre_cvr) pre_cvr_0,
 	sum(act_click_cnt)/sum(charge_cnt) stat_cvr_0,
 	avg(pre_cvr)/(sum(act_click_cnt)/sum(charge_cnt)) bias_0
-	from advert.dws_advert_order_wide_v4_level_8_di 
+	from advert.dws_advert_order_wide_v4_level_3_di 
 	where dt>='{0}' and dt<='{1}' and slotid is not null 
-	and fee>0 and new_trade!='应用分发'
+	and fee>0 
 	group by app_id,slotid,advert_id
 '''.format(yestoday15, yestoday1)
 cursor.execute(sql_ad_slot)

auto-spread/auto_manage/params_new.py

@@ -20,9 +20,9 @@ params_dict={
         "wSlotOrientationConfidenceFactor":0.2,
         "wSlotOrientationCostConvertBiasFactor":1.1,
         "bOrientConfidenceFactor":1.0,
-        "bOrientCostConvertBiasFactor":1.2,
+        "bOrientCostConvertBiasFactor":1.1,
         "bSlotOrientationConfidenceFactor":0.5,
-        "bSlotOrientationCostConvertBiasFactor":3.5
+        "bSlotOrientationCostConvertBiasFactor":3.0
     },
     "releaseTarget1feedBackParams": {
         "fuse1OrientCostG1dFactor":20000,
@@ -38,28 +38,28 @@ params_dict={
 
 
     "releaseTarget3slotRecommendParams": {
-        "startFactor":0.5,
-        "cpaBiasRatioFactor":1.5,
+        "startFactor":0.6,
+        "cpaBiasRatioFactor":1.6,
         "cpaOrientRatioFactor":1.0,
-        "cpaBiasThresholdFactor":2.5,
+        "cpaBiasThresholdFactor":3.0,
         "cpcTargetRatioFactor":1.0,
         "cpcOrientRatioFactor":0.1,
         "cpcBiasThresholdFactor":1.5
     },
     "releaseTarget2slotRecommendParams": {
         "startFactor":0.5,
-        "cpaBiasRatioFactor":0.8,
-        "cpaOrientRatioFactor":0.5,
+        "cpaBiasRatioFactor":1.0,
+        "cpaOrientRatioFactor":0.4,
         "cpaBiasThresholdFactor":1.5,
         "cpcTargetRatioFactor":0.8,
         "cpcOrientRatioFactor":0.1,
         "cpcBiasThresholdFactor":1
     },
     "releaseTarget1slotRecommendParams": {
-        "startFactor":0.6,
-        "cpaBiasRatioFactor":1.6,
+        "startFactor":0.8,
+        "cpaBiasRatioFactor":1.8,
         "cpaOrientRatioFactor":1.0,
-        "cpaBiasThresholdFactor":3.0,
+        "cpaBiasThresholdFactor":3.5,
         "cpcTargetRatioFactor":1.0,
         "cpcOrientRatioFactor":0.1,
         "cpcBiasThresholdFactor":1.5