[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"editorial-notice-ribbon-announcements":3,"streamer-base-186014":29,"prediction-186014-v2":234},{"data":4,"meta":26,"success":27,"message":28},{"announcements":5},[6,10,14,18,22],{"id":7,"published_at":8,"content":9},10,"2026\u002F05\u002F14","デザイン一新作業中なので、部分的にデザインがバラバラになっています。",{"id":11,"published_at":12,"content":13},9,"2026\u002F04\u002F30","重かったページを全般的に軽くしました。",{"id":15,"published_at":16,"content":17},8,"2026\u002F04\u002F12","ページ表示が遅かったのを改善しました。",{"id":19,"published_at":20,"content":21},7,"2026\u002F01\u002F27","本人申請による非表示申請の機能を追加しました。",{"id":23,"published_at":24,"content":25},6,"2026\u002F01\u002F02","Youtubeリンクをしている配信者のチャンネル登録者数などを出るような機能を追加しました。たまに違う人と紐づいているので参考程度で",{},true,"Success",{"streamer":30,"similar_streamers":33,"seo_similar_streamers":233},{"id":31,"display_name":32,"username":32,"language":33,"is_partner":34,"is_affiliate":34,"profile_image_url":35,"description":36,"is_live":34,"current_viewer_count":37,"avg_viewer_count":38,"peak_viewer_count":39,"follower_count":40,"follower_diff_week":37,"follower_diff_latest":37,"percentile":41,"percentile_diff_week":42,"percentile_diff_latest":43,"latest_stream_start":44,"latest_stream_end":45,"stream_days":46,"total_sessions":46,"total_duration_minutes":47,"category":48,"title":51,"clip_count":52,"total_clip_views":52,"recent_sessions":53,"recent_clips":102,"percentile_history":103,"weekly_data":224,"creator":229,"youtube_channels":232,"twitcasting_user":33,"seo_indexable":34},186014,"kotatsu_uzuki",null,false,"https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fjtv_user_pictures\u002Fbf495c86-b6dd-4f96-8027-bec85fb17893-profile_image-300x300.png","OG3のゲーム配信です アーマードコアやってます",1,1.2,4,21,8.284516248381328,-10.467002954341082,-0.024811333841579852,"2026-07-10T21:30:07.000+09:00","2026-07-11T00:50:11.157+09:00",109,19260,{"id":49,"name":50},"15267","Armored Core","【アーマード・コア】アーマードコア、誕生 原初の記憶 鋼の監獄【ARMORED CORE】",0,[54,63,79,92],{"id":55,"title":51,"started_at":44,"ended_at":45,"duration_minutes":56,"average_viewers":37,"peak_viewers":57,"followers_gained":37,"thumbnail_url":58,"language":59,"tags":33,"game_category":60,"vod_archives":62},13434154,200,2,"https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fpreviews-ttv\u002Flive_user_kotatsu_uzuki-{width}x{height}.jpg","ja",{"id":61,"name":50},140571,[],{"id":64,"title":65,"started_at":66,"ended_at":67,"duration_minutes":68,"average_viewers":37,"peak_viewers":37,"followers_gained":52,"thumbnail_url":58,"language":59,"tags":33,"game_category":69,"vod_archives":72,"chat_summary":78},13403985,"【アーマード・コアV】ここは、名もなきVの戦場 【ARMORED CORE V】初見 Sランクを取りにいく","2026-07-09T21:29:30.000+09:00","2026-07-10T00:10:05.833+09:00",161,{"id":70,"name":71},213620,"Armored Core V",[73],{"id":74,"url":75,"view_count":37,"duration":76,"thumbnail_url":77},29999769,"https:\u002F\u002Fwww.twitch.tv\u002Fvideos\u002F2815753396","2h38m14s","https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fcf_vods\u002Fd1m7jfoe9zdc1j\u002Fb9a0a5430ceae221ed0a_kotatsu_uzuki_320204316121_1783600170\u002F\u002Fthumb\u002Fthumb0-%{width}x%{height}.jpg",{"total_messages":52,"unique_chatters":52,"bits":52,"subs":52,"subgifts":52,"resubs":52,"avg_messages_per_minute":52,"participation_rate_pct":52},{"id":80,"title":65,"started_at":81,"ended_at":82,"duration_minutes":83,"average_viewers":37,"peak_viewers":37,"followers_gained":52,"thumbnail_url":58,"language":59,"tags":33,"game_category":84,"vod_archives":85,"chat_summary":91},13343272,"2026-07-07T21:29:12.000+09:00","2026-07-08T00:50:02.402+09:00",201,{"id":70,"name":71},[86],{"id":87,"url":88,"view_count":39,"duration":89,"thumbnail_url":90},29737176,"https:\u002F\u002Fwww.twitch.tv\u002Fvideos\u002F2814191822","3h16m12s","https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fcf_vods\u002Fd1m7jfoe9zdc1j\u002F2ca9ea804387111a9af8_kotatsu_uzuki_320229354586_1783427352\u002F\u002Fthumb\u002Fthumb0-%{width}x%{height}.jpg",{"total_messages":52,"unique_chatters":52,"bits":52,"subs":52,"subgifts":52,"resubs":52,"avg_messages_per_minute":52,"participation_rate_pct":52},{"id":93,"title":94,"started_at":95,"ended_at":96,"duration_minutes":97,"average_viewers":37,"peak_viewers":37,"followers_gained":52,"thumbnail_url":58,"language":59,"tags":33,"game_category":98,"vod_archives":101},13314383,"【アーマードコアフォーミュラフロント】フォーミュラF開幕！！シーズン34 【ARMORED CORE FORMULA FRONT】初見","2026-07-06T21:29:45.000+09:00","2026-07-06T23:10:02.237+09:00",100,{"id":99,"name":100},1884018,"Armored Core: Formula Front",[],[],[104,108,112,116,120,124,128,132,136,140,144,148,152,156,160,164,168,172,176,180,184,188,192,196,200,204,208,212,216,220],{"id":105,"percentile":106,"measured_on":107},7186,29.06851998693969,"2025-07-02",{"id":109,"percentile":110,"measured_on":111},32551,31.502063190867744,"2025-07-03",{"id":113,"percentile":114,"measured_on":115},68490,33.223433309549,"2025-07-04",{"id":117,"percentile":118,"measured_on":119},111186,33.911392951123766,"2025-07-05",{"id":121,"percentile":122,"measured_on":123},160642,35.22799536153817,"2025-07-06",{"id":125,"percentile":126,"measured_on":127},217550,35.90152530582466,"2025-07-07",{"id":129,"percentile":130,"measured_on":131},270879,26.76058603110275,"2025-07-08",{"id":133,"percentile":134,"measured_on":135},322472,1.159896614442069,"2025-07-09",{"id":137,"percentile":138,"measured_on":139},383021,1.1859286844502694,"2025-07-10",{"id":141,"percentile":142,"measured_on":143},446684,1.164760017894804,"2025-07-11",{"id":145,"percentile":146,"measured_on":147},523553,31.1538399961576,"2025-07-12",{"id":149,"percentile":150,"measured_on":151},585976,31.126613743885816,"2025-07-13",{"id":153,"percentile":154,"measured_on":155},648427,31.411175362015364,"2025-07-14",{"id":157,"percentile":158,"measured_on":159},719469,45.79779186918596,"2025-07-15",{"id":161,"percentile":162,"measured_on":163},779624,42.55391106888055,"2025-07-16",{"id":165,"percentile":166,"measured_on":167},841747,42.70585205691109,"2025-07-17",{"id":169,"percentile":170,"measured_on":171},903883,42.757009345794394,"2025-07-18",{"id":173,"percentile":174,"measured_on":175},963693,36.75179182540195,"2025-07-19",{"id":177,"percentile":178,"measured_on":179},1025494,36.767559177337986,"2025-07-20",{"id":181,"percentile":182,"measured_on":183},1086397,36.71636926586817,"2025-07-21",{"id":185,"percentile":186,"measured_on":187},1142231,27.097756410256412,"2025-07-22",{"id":189,"percentile":190,"measured_on":191},1191661,1.1955128205128205,"2025-07-23",{"id":193,"percentile":194,"measured_on":195},1255037,1.2001219375230638,"2025-07-24",{"id":197,"percentile":198,"measured_on":199},1316936,1.296617241157969,"2025-07-25",{"id":201,"percentile":202,"measured_on":203},1388882,23.91629778672032,"2025-07-27",{"id":205,"percentile":206,"measured_on":207},1451014,23.913253166998906,"2025-07-28",{"id":209,"percentile":210,"measured_on":211},1515202,27.574419365390906,"2025-07-29",{"id":213,"percentile":214,"measured_on":215},1582385,37.41461023042981,"2025-07-30",{"id":217,"percentile":218,"measured_on":219},1643594,37.41694284361582,"2025-07-31",{"id":221,"percentile":222,"measured_on":223},1704704,37.29102192530006,"2025-08-01",{"Fri":225,"Mon":226,"Thu":227,"Tue":228},{"03:00":37,"04:00":37,"05:00":37,"06:00":37},{"03:00":37,"04:00":37,"05:00":37},{"03:00":37,"04:00":37,"05:00":37,"06:00":37},{"03:00":37,"04:00":37,"05:00":37,"06:00":37},{"id":230,"name":32,"primary_platform":231,"verified":34,"total_followers":11},14170,"twitch",[],[],{"streamer":235,"latest_prediction":236,"historical_predictions":346,"trend_analysis":507,"approach_performance":509,"available_approaches":553,"model_summary":584},{"id":31,"display_name":32,"username":32,"profile_image_url":35},{"approaches":237,"id":305,"streamer_id":31,"prediction_date":306,"total_score":307,"weighted_total_score":308,"score":309,"trend_change":310,"weighted_trend_change":311,"viewer_count":52,"follower_count":52,"scoring_weights":312,"trend_direction":321,"trendDirection":321,"confidence":322,"reference_level":322,"referenceLevel":322,"reference_reasons":323,"referenceReasons":328,"growth_rate":310,"growthRate":310,"observed_days":329,"observedDays":329,"session_count":329,"sessionCount":329,"data_completeness":330,"dataCompleteness":330,"last_streamed_at":331,"lastStreamedAt":331,"current_viewer_count":37,"current_follower_count":40,"streamer":332,"category":333,"ml_score":334,"bayesian_score":269,"regression_score":335,"momentum_score":336,"growth_potential_score":334,"quality_score":337,"normalized_score":337,"clip_influence_composite":52,"clip_influence_score":52,"clip_creator_activity_score":52,"clip_creator_growth_score":269,"clip_creator_quality_score":52,"clip_creator_variety_score":52,"formatted_total_score":338,"formatted_weighted_score":339,"formatted_trend_change":340,"formatted_growth_rate":340,"formatted_current_viewers":341,"formatted_current_followers":342,"trend_direction_text":343,"trend_direction_icon":344,"confidence_text":345,"reference_level_text":345},[238,243,248,253,258,263,267,272,277,281,285,289,293,297,301],{"name":239,"value":240,"enabled":27,"info":241},"weighted_score",55.97,{"description":242},"フォロワー(30%)・配信(25%)・視聴者(25%)・クリップ(20%)の加重評価",{"name":244,"value":245,"enabled":27,"info":246},"regression_score",33.33,{"description":247},"過去の推移から次週の視聴者数を回帰予測し差分を評価",{"name":249,"value":250,"enabled":27,"info":251},"ml_score",91.36,{"description":252},"各種メトリクスを特徴量に成長確率を推定",{"name":254,"value":255,"enabled":27,"info":256},"momentum_score",88.08,{"description":257},"日次成長率と週次成長率の差分による勢い評価",{"name":259,"value":260,"enabled":27,"info":261},"normalized_score",60.22,{"description":262},"複数スコアを統計的に標準化して平均",{"name":264,"value":52,"enabled":27,"info":265},"clip_influence_score",{"description":266},"影響力ある作成者のクリップ数を重視",{"name":268,"value":269,"enabled":27,"info":270},"social_spread_score",50,{"description":271},"直近クリップ視聴数を最新フォロワー数で割って100倍",{"name":273,"value":274,"enabled":27,"info":275},"new_viewer_score",28.44,{"description":276},"一定期間の新規視聴者比率で成長余地を推定",{"name":278,"value":269,"enabled":27,"info":279},"genre_correlation_score",{"description":280},"人気ジャンルとの一致度を評価",{"name":282,"value":269,"enabled":27,"info":283},"bayesian_score",{"description":284},"フォロワー成長率の安定性を考慮した評価",{"name":286,"value":52,"enabled":27,"info":287},"clip_creator_variety_score",{"description":288},"クリップ作成者のユニーク数を用いて多様性を評価",{"name":290,"value":52,"enabled":27,"info":291},"clip_creator_activity_score",{"description":292},"直近1週間の総クリップ数で活発度を測定",{"name":294,"value":269,"enabled":27,"info":295},"clip_creator_growth_score",{"description":296},"前週比のクリップ視聴数増加分を利用",{"name":298,"value":52,"enabled":27,"info":299},"clip_creator_quality_score",{"description":300},"クリップ平均視聴数から質を評価",{"name":302,"value":52,"enabled":27,"info":303},"loyal_clip_creators_score",{"description":304},"同一配信者で複数回作成したユーザー数を指標",51709400,"2026-07-11",557.4055652735831,"34.5851",34.5851,9.477132023045867,7.11,{"ml_score":313,"bayesian_score":314,"momentum_score":315,"weighted_score":316,"new_viewer_score":317,"normalized_score":318,"regression_score":319,"social_spread_score":320,"clip_influence_score":317,"loyal_clip_creators_score":317,"clip_creator_quality_score":317,"clip_creator_variety_score":317,"clip_creator_activity_score":317},0.07840063450786654,0.0824080459323976,0.07940857155335548,0.0777936011677385,0.07394342141095143,0.07930518984936002,0.08187211810444543,0.07715131041912782,"up","low",[324,325,326,327],"モデル検証の相関が低いため、参考度を低く表示しています","直近データが少ないため、参考度を下げています","データ完全性が低いため、参考度を下げています","モデル全体の検証成績と配信者データ品質の低い方を参考度として表示しています",[324,325,326,327],13,0.43,"2026-07-10T21:30:07+09:00",{"id":31,"display_name":32,"username":32,"profile_image_url":35},{"id":61,"name":50},91.35864989823303,33.33333333333333,88.07970779778825,60.220850719356086,557.4,"34.6","+9.5%","1","21","上昇","⬆️","低",[347,348,354,359,363,369,375,380,384,390,396,402,408,414,420,426,432,438,444,450,456,462,468,474,480,486,492,496,501],{"id":305,"prediction_date":306,"total_score":307,"weighted_total_score":308,"trend_change":310},{"id":349,"prediction_date":350,"total_score":351,"weighted_total_score":352,"trend_change":353},51450352,"2026-07-10",509.1525097280083,"32.2891",2.537388464937241,{"id":355,"prediction_date":356,"total_score":357,"weighted_total_score":358,"trend_change":52},51184586,"2026-07-09",496.55303041203695,"31.3391",{"id":360,"prediction_date":361,"total_score":357,"weighted_total_score":358,"trend_change":362},50927394,"2026-07-08",-16.384348540689263,{"id":364,"prediction_date":365,"total_score":366,"weighted_total_score":367,"trend_change":368},50670563,"2026-07-07",593.8517750515534,"38.9645",0.9010657722343453,{"id":370,"prediction_date":371,"total_score":372,"weighted_total_score":373,"trend_change":374},50414760,"2026-07-06",588.5485653759742,"38.5645",0.10803298401124396,{"id":376,"prediction_date":377,"total_score":378,"weighted_total_score":379,"trend_change":52},50151423,"2026-07-05",587.9134249595877,"38.2041",{"id":381,"prediction_date":382,"total_score":378,"weighted_total_score":379,"trend_change":383},49891816,"2026-07-04",2.4968911633579305,{"id":385,"prediction_date":386,"total_score":387,"weighted_total_score":388,"trend_change":389},49637581,"2026-07-03",573.5914702257462,"37.1268",-1.5659940499452283,{"id":391,"prediction_date":392,"total_score":393,"weighted_total_score":394,"trend_change":395},49377631,"2026-07-02",582.716780333806,"37.7938",-6.29425986550779,{"id":397,"prediction_date":398,"total_score":399,"weighted_total_score":400,"trend_change":401},49123069,"2026-07-01",621.8581481747599,"39.3479",10.813605818720871,{"id":403,"prediction_date":404,"total_score":405,"weighted_total_score":406,"trend_change":407},48865727,"2026-06-30",561.1749058974336,"34.9529",10.4134110246404,{"id":409,"prediction_date":410,"total_score":411,"weighted_total_score":412,"trend_change":413},48611460,"2026-06-28",508.2488627873285,"32.1979",-0.15520514959539228,{"id":415,"prediction_date":416,"total_score":417,"weighted_total_score":418,"trend_change":419},48348730,"2026-06-27",509.03891740057884,"32.5705",-7.254485188574,{"id":421,"prediction_date":422,"total_score":423,"weighted_total_score":424,"trend_change":425},48094753,"2026-06-26",548.855562919218,"35.5834",3.965110117847173,{"id":427,"prediction_date":428,"total_score":429,"weighted_total_score":430,"trend_change":431},47835633,"2026-06-25",527.9228409387301,"33.6999",-6.902457823107154,{"id":433,"prediction_date":434,"total_score":435,"weighted_total_score":436,"trend_change":437},47581110,"2026-06-24",567.0642087796841,"35.254",0.8356295536471032,{"id":439,"prediction_date":440,"total_score":441,"weighted_total_score":442,"trend_change":443},47332535,"2026-06-23",562.364921297974,"34.8776",5.62513735258561,{"id":445,"prediction_date":446,"total_score":447,"weighted_total_score":448,"trend_change":449},47072978,"2026-06-22",532.4158011939454,"34.3269",-6.726019046117158,{"id":451,"prediction_date":452,"total_score":453,"weighted_total_score":454,"trend_change":455},46820233,"2026-06-21",570.8084888723535,"35.5116",-1.39006637630667,{"id":457,"prediction_date":458,"total_score":459,"weighted_total_score":460,"trend_change":461},46565658,"2026-06-20",578.8549569971553,"36.2806",13.675558328233365,{"id":463,"prediction_date":464,"total_score":465,"weighted_total_score":466,"trend_change":467},46306016,"2026-06-19",509.2167265418096,"32.5839",-8.225411398756322,{"id":469,"prediction_date":470,"total_score":471,"weighted_total_score":472,"trend_change":473},46068852,"2026-06-18",554.8559076133074,"36.0335",0.12330684286086026,{"id":475,"prediction_date":476,"total_score":477,"weighted_total_score":478,"trend_change":479},45816886,"2026-06-17",554.1725749071886,"35.6693",-6.59707534592173,{"id":481,"prediction_date":482,"total_score":483,"weighted_total_score":484,"trend_change":485},45559392,"2026-06-16",593.3139427481425,"37.2233",8.321336158586815,{"id":487,"prediction_date":488,"total_score":489,"weighted_total_score":490,"trend_change":491},45368773,"2026-06-15",547.7350665980587,"35.4994",-6.559063563306747,{"id":493,"prediction_date":494,"total_score":495,"weighted_total_score":33,"trend_change":33},45075243,"2026-06-14",586.1831949524095,{"id":497,"prediction_date":498,"total_score":495,"weighted_total_score":499,"trend_change":500},44826167,"2026-06-13","36.6885",-2.6022629011965455,{"id":502,"prediction_date":503,"total_score":504,"weighted_total_score":505,"trend_change":506},44577154,"2026-06-12",601.8447783419917,"38.0282",3.8507595026386046,{"trend_direction":321,"confidence":322,"reference_level":322,"reference_reasons":508,"growth_rate":310,"trend_change":310,"weighted_trend_change":311},[324,325,326,327],{"weighted_score":510,"regression_score":516,"ml_score":520,"momentum_score":525,"normalized_score":530,"clip_influence_score":535,"social_spread_score":536,"new_viewer_score":537,"genre_correlation_score":543,"bayesian_score":544,"clip_creator_variety_score":548,"clip_creator_activity_score":549,"clip_creator_growth_score":550,"clip_creator_quality_score":551,"loyal_clip_creators_score":552},{"current":511,"average":512,"max":513,"min":514,"trend":515},55.97056892650192,56.28,64.69640001656262,49.783973978443704,-3.16,{"current":335,"average":517,"max":518,"min":335,"trend":519},35.23,38.34586466165414,-5.01,{"current":334,"average":521,"max":522,"min":523,"trend":524},91.28,94.69385738631215,87.94294661767098,-1.38,{"current":336,"average":526,"max":527,"min":528,"trend":529},62.41,89.14136784095395,42.5373690242352,2.21,{"current":337,"average":531,"max":532,"min":533,"trend":534},60.93,65.9120406881763,57.020084643149346,-3.18,{"current":52,"average":52,"max":52,"min":52,"trend":52},{"current":269,"average":269,"max":269,"min":269,"trend":52},{"current":538,"average":539,"max":540,"min":541,"trend":542},28.442454598370503,52.07,86.9143635753649,17.094461198713205,-33.16,{"current":269,"average":269,"max":269,"min":269,"trend":52},{"current":269,"average":545,"max":546,"min":269,"trend":547},50.29,50.75187969924813,-0.75,{"current":52,"average":52,"max":52,"min":52,"trend":52},{"current":52,"average":52,"max":52,"min":52,"trend":52},{"current":269,"average":269,"max":269,"min":269,"trend":52},{"current":52,"average":52,"max":52,"min":52,"trend":52},{"current":52,"average":52,"max":52,"min":52,"trend":52},{"weighted_score":554,"regression_score":556,"ml_score":558,"momentum_score":560,"normalized_score":562,"clip_influence_score":564,"social_spread_score":566,"new_viewer_score":568,"genre_correlation_score":570,"bayesian_score":572,"clip_creator_variety_score":574,"clip_creator_activity_score":576,"clip_creator_growth_score":578,"clip_creator_quality_score":580,"loyal_clip_creators_score":582},{"name":555,"desc":242},"総合加重モデルV4",{"name":557,"desc":247},"時系列回帰",{"name":559,"desc":252},"機械学習モデル",{"name":561,"desc":257},"モメンタムスコア",{"name":563,"desc":262},"スコア正規化モデル",{"name":565,"desc":266},"クリップ作成者影響度指数",{"name":567,"desc":271},"ソーシャル拡散度",{"name":569,"desc":276},"新規視聴者率モデル",{"name":571,"desc":280},"ジャンル相関分析",{"name":573,"desc":284},"ベイズ更新モデル",{"name":575,"desc":288},"クリップ作成者多様性スコア",{"name":577,"desc":292},"クリップ活動量スコア",{"name":579,"desc":296},"クリップ視聴数成長スコア",{"name":581,"desc":300},"クリップ品質スコア",{"name":583,"desc":304},"常連クリップ作成者スコア",{"modelVersion":585,"generatedAt":586,"targetMetric":587,"targetHorizonDays":19,"validationPeriodStart":392,"validationPeriodEnd":356,"validationSampleCount":588,"validationMetricSampleCount":589,"correlation":590,"legacyTrendCorrelation":591,"scoreCorrelation":590,"scoreSpearmanCorrelation":592,"topDecileLift":593,"topDecileAvgGrowth":594,"overallAvgGrowth":595,"mae":596,"rmse":597,"directionAccuracy":598,"modelReliabilityLevel":322,"candidateApproachCount":599,"enabledApproachCount":329,"predictionDataStatus":600,"notice":604,"explanation":605},"v4","2026-07-11T02:04:27+09:00","7日後の実績フォロワー成長率と予測スコアの整合性（Pearson\u002FSpearman\u002F上位デシル増分）",257502,10328,0.024864667597931968,0.02209539215135899,0.12411846352562246,3.2650616314842784,15.134733611157335,4.635359242599403,8.342586166939528,100.45553264781012,0.37190162664601084,15,{"latestAvailableDate":306,"exposedPredictionDate":306,"isServingLatestAvailable":27,"healthLevel":601,"servingFallbackReason":33,"latestAvailablePredictionCount":602,"latestAvailableCompletedCount":602,"latestAvailableNullTotalScoreCount":52,"latestAvailableNullTrendChangeCount":52,"latestAvailableNullWeightedScoreCount":52,"minimumCompletedPredictionCount":603},"healthy",260500,100000,"現在の予測は実験的な参考情報です。検証成績とデータ品質をもとに、参考度の根拠を表示しています。",{"summary":606,"reliabilityInterpretation":607,"metricDefinitions":608,"limitations":620,"improvementPolicy":625},"予測システムV4は、13種類の手法を組み合わせ、成長候補を探すための参考スコアを作る仕組みです。途中生成の予測日は公開対象から外し、完了済みデータだけを表示します。","現在の検証ではモデル参考度が低いため、個別の数値を精度保証として扱わず、成長候補を探す順位付け補助として参照してください。",{"correlation":609,"scoreCorrelation":610,"scoreSpearmanCorrelation":611,"topDecileLift":612,"topDecileAvgGrowth":613,"overallAvgGrowth":614,"legacyTrendCorrelation":615,"mae":616,"rmse":617,"directionAccuracy":618,"validationMetricSampleCount":619},"主指標。予測スコアの絶対値と7日後の実績フォロワー成長率のPearson相関です。0.20を超えると参考度「中」となります。","予測スコアと実績成長率のPearson相関（線形関係の強さ）です。主指標として参考度判定に使われます。","予測スコア順位と実績成長率順位のSpearman順位相関です。ランキング用途での整合性を測ります。","予測スコア上位10%の配信者の平均成長率が、全体平均の何倍かを示します。1.0=同水準、2.0以上で強い予測力。","予測スコア上位10%の配信者の7日後実績フォロワー成長率（%）の平均です。","検証対象配信者全体の7日後実績フォロワー成長率（%）の平均です。","旧指標。スコア前日比と実績成長率の相関です。ランキング用途には不向きなため、現在は補助参照のみ。","スコア前日比と実績フォロワー成長率の平均絶対誤差（旧指標ベース）です。","大きな外れを重く見る誤差指標です。MAEより外れ値の影響を強く受けます。","スコア前日比の符号と実績成長率の符号が一致した割合です。","検証メトリクス計算に使えた配信者数です。",[621,622,623,624],"相関が低い期間では、スコア順と実績成長順が強く一致しているとは言えません。","急なバズ、休止、イベント、カテゴリ変更などの外れ値で誤差が大きくなることがあります。","配信者ごとのデータ量や直近活動が少ない場合、個別予測の参考度は自動的に下がります。","短期の7日後検証であり、長期的な成長や継続的な人気を保証するものではありません。",[626,627,628,629],"最新の検証結果に応じて、15手法の重みを再調整します。","配信者規模やカテゴリごとのセグメント別に検証し、同じ基準で見すぎないようにします。","外れ値の影響を抑えるロバストな評価指標を追加します。","7日後だけでなく、3日後と14日後の検証も比較して用途に合う期間を確認します。"]