[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"editorial-notice-ribbon-announcements":3,"streamer-base-5177845":29,"prediction-5177845-v2":217},{"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":216},{"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":41,"follower_diff_latest":41,"percentile":42,"percentile_diff_week":43,"percentile_diff_latest":44,"latest_stream_start":45,"latest_stream_end":46,"stream_days":47,"total_sessions":47,"total_duration_minutes":48,"category":49,"title":51,"clip_count":41,"total_clip_views":41,"recent_sessions":52,"recent_clips":86,"percentile_history":87,"weekly_data":208,"creator":212,"youtube_channels":215,"twitcasting_user":33,"seo_indexable":34},5177845,"taaanaaakaaaaa",null,false,"https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fuser-default-pictures-uv\u002Fcdd517fe-def4-11e9-948e-784f43822e80-profile_image-300x300.png","4k 10\u002F10 6k -\u002F地 7k 6\u002F9",2,1.6,5,14,0,48.52469630634519,-0.4983753452195643,-0.029566961004420023,"2026-07-10T16:00:47.000+09:00","2026-07-10T17:30:02.470+09:00",61,43440,{"id":50,"name":50},"","rice",[53,62,71],{"id":54,"title":51,"started_at":45,"ended_at":46,"duration_minutes":55,"average_viewers":37,"peak_viewers":56,"followers_gained":41,"thumbnail_url":57,"language":58,"tags":33,"game_category":59,"vod_archives":61},13422449,89,3,"https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fpreviews-ttv\u002Flive_user_taaanaaakaaaaa-{width}x{height}.jpg","ja",{"id":39,"name":60},"未分類",[],{"id":63,"title":64,"started_at":65,"ended_at":66,"duration_minutes":67,"average_viewers":68,"peak_viewers":37,"followers_gained":41,"thumbnail_url":57,"language":58,"tags":33,"game_category":69,"vod_archives":70},13338585,"LN","2026-07-07T20:14:21.000+09:00","2026-07-07T22:10:06.516+09:00",116,1,{"id":39,"name":60},[],{"id":72,"title":73,"started_at":74,"ended_at":75,"duration_minutes":76,"average_viewers":56,"peak_viewers":39,"followers_gained":41,"thumbnail_url":57,"language":58,"tags":33,"game_category":77,"vod_archives":78,"chat_summary":85},13239432,"ranked","2026-07-04T20:16:48.000+09:00","2026-07-04T22:50:05.913+09:00",153,{"id":39,"name":60},[79],{"id":80,"url":81,"view_count":82,"duration":83,"thumbnail_url":84},29406959,"https:\u002F\u002Fwww.twitch.tv\u002Fvideos\u002F2811924739",25,"2h28m53s","https:\u002F\u002Fstatic-cdn.jtvnw.net\u002Fcf_vods\u002Fd3vd9lfkzbru3h\u002Fdc48d2357fe2586a2cb3_taaanaaakaaaaa_316123539697_1783163808\u002F\u002Fthumb\u002Fthumb0-%{width}x%{height}.jpg",{"total_messages":41,"unique_chatters":41,"bits":41,"subs":41,"subgifts":41,"resubs":41,"avg_messages_per_minute":41,"participation_rate_pct":41},[],[88,92,96,100,104,108,112,116,120,124,128,132,136,140,144,148,152,156,160,164,168,172,176,180,184,188,192,196,200,204],{"id":89,"percentile":90,"measured_on":91},839284,36.56247988154252,"2025-07-17",{"id":93,"percentile":94,"measured_on":95},901596,36.727360618756045,"2025-07-18",{"id":97,"percentile":98,"measured_on":99},963363,36.75179182540195,"2025-07-19",{"id":101,"percentile":102,"measured_on":103},1024871,36.767559177337986,"2025-07-20",{"id":105,"percentile":106,"measured_on":107},1086318,36.71636926586817,"2025-07-21",{"id":109,"percentile":110,"measured_on":111},1149077,37.09134615384615,"2025-07-22",{"id":113,"percentile":114,"measured_on":115},1211610,37.35576923076923,"2025-07-23",{"id":117,"percentile":118,"measured_on":119},1756843,22.438512838158907,"2025-08-02",{"id":121,"percentile":122,"measured_on":123},1818046,22.244573505077707,"2025-08-03",{"id":125,"percentile":126,"measured_on":127},1877257,18.58568725944289,"2025-08-04",{"id":129,"percentile":130,"measured_on":131},1938706,18.77237518713793,"2025-08-05",{"id":133,"percentile":134,"measured_on":135},2000035,18.723279743810654,"2025-08-06",{"id":137,"percentile":138,"measured_on":139},2061625,18.76416866377356,"2025-08-07",{"id":141,"percentile":142,"measured_on":143},2123145,18.636258546091092,"2025-08-08",{"id":145,"percentile":146,"measured_on":147},2176458,1.1779630300833634,"2025-08-09",{"id":149,"percentile":150,"measured_on":151},2239717,1.146032009287669,"2025-08-10",{"id":153,"percentile":154,"measured_on":155},2306142,27.582287981130055,"2025-08-15",{"id":157,"percentile":158,"measured_on":159},2358552,38.918117666708426,"2025-08-16",{"id":161,"percentile":162,"measured_on":163},2405201,39.069203297320364,"2025-08-17",{"id":165,"percentile":166,"measured_on":167},2446564,31.844414207291326,"2025-08-18",{"id":169,"percentile":170,"measured_on":171},2491886,34.23591658885777,"2025-08-19",{"id":173,"percentile":174,"measured_on":175},2543144,34.905642484589855,"2025-08-20",{"id":177,"percentile":178,"measured_on":179},2597246,35.779767991255596,"2025-08-21",{"id":181,"percentile":182,"measured_on":183},2686014,30.20703860222309,"2025-10-02",{"id":185,"percentile":186,"measured_on":187},2717812,33.19304766069086,"2025-10-03",{"id":189,"percentile":190,"measured_on":191},2757195,33.85002379495547,"2025-10-06",{"id":193,"percentile":194,"measured_on":195},2803669,35.1602538029773,"2025-10-07",{"id":197,"percentile":198,"measured_on":199},2854363,36.3615273078782,"2025-10-08",{"id":201,"percentile":202,"measured_on":203},3113176,48.23726348895014,"2025-10-12",{"id":205,"percentile":206,"measured_on":207},3172562,47.419118246271694,"2025-10-13",{"Sat":209,"Thu":210,"Tue":211},{"03:00":56,"04:00":56},{"22:00":68,"23:00":37},{"02:00":37,"03:00":68,"04:00":68},{"id":213,"name":32,"primary_platform":214,"verified":34,"total_followers":11},81049,"twitch",[],[],{"streamer":218,"latest_prediction":219,"historical_predictions":326,"trend_analysis":457,"approach_performance":459,"available_approaches":499,"model_summary":530},{"id":31,"display_name":32,"username":32,"profile_image_url":35},{"approaches":220,"id":287,"streamer_id":31,"prediction_date":288,"total_score":289,"weighted_total_score":290,"score":291,"trend_change":292,"weighted_trend_change":293,"viewer_count":41,"follower_count":41,"scoring_weights":294,"trend_direction":303,"trendDirection":303,"confidence":304,"reference_level":304,"referenceLevel":304,"reference_reasons":305,"referenceReasons":310,"growth_rate":292,"growthRate":292,"observed_days":7,"observedDays":7,"session_count":7,"sessionCount":7,"data_completeness":311,"dataCompleteness":311,"last_streamed_at":312,"lastStreamedAt":312,"current_viewer_count":37,"current_follower_count":40,"streamer":313,"category":314,"ml_score":315,"bayesian_score":238,"regression_score":316,"momentum_score":238,"growth_potential_score":315,"quality_score":317,"normalized_score":317,"clip_influence_composite":41,"clip_influence_score":41,"clip_creator_activity_score":41,"clip_creator_growth_score":238,"clip_creator_quality_score":41,"clip_creator_variety_score":41,"formatted_total_score":318,"formatted_weighted_score":319,"formatted_trend_change":320,"formatted_growth_rate":320,"formatted_current_viewers":321,"formatted_current_followers":322,"trend_direction_text":323,"trend_direction_icon":324,"confidence_text":325,"reference_level_text":325},[221,226,231,236,241,246,250,254,259,263,267,271,275,279,283],{"name":222,"value":223,"enabled":27,"info":224},"weighted_score",57.19,{"description":225},"フォロワー(30%)・配信(25%)・視聴者(25%)・クリップ(20%)の加重評価",{"name":227,"value":228,"enabled":27,"info":229},"regression_score",33.33,{"description":230},"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":232,"value":233,"enabled":27,"info":234},"ml_score",91.92,{"description":235},"各種メトリクスを特徴量に成長確率を推定",{"name":237,"value":238,"enabled":27,"info":239},"momentum_score",50,{"description":240},"日次成長率と週次成長率の差分による勢い評価",{"name":242,"value":243,"enabled":27,"info":244},"normalized_score",60.81,{"description":245},"複数スコアを統計的に標準化して平均",{"name":247,"value":41,"enabled":27,"info":248},"clip_influence_score",{"description":249},"影響力ある作成者のクリップ数を重視",{"name":251,"value":238,"enabled":27,"info":252},"social_spread_score",{"description":253},"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":255,"value":256,"enabled":27,"info":257},"new_viewer_score",52.4,{"description":258},"一定期間の新規視聴者比率で成長余地を推定",{"name":260,"value":238,"enabled":27,"info":261},"genre_correlation_score",{"description":262},"人気ジャンルとの一致度を評価",{"name":264,"value":238,"enabled":27,"info":265},"bayesian_score",{"description":266},"フォロワー成長率の安定性を考慮した評価",{"name":268,"value":41,"enabled":27,"info":269},"clip_creator_variety_score",{"description":270},"クリップ作成者のユニーク数を用いて多様性を評価",{"name":272,"value":41,"enabled":27,"info":273},"clip_creator_activity_score",{"description":274},"直近1週間の総クリップ数で活発度を測定",{"name":276,"value":238,"enabled":27,"info":277},"clip_creator_growth_score",{"description":278},"前週比のクリップ視聴数増加分を利用",{"name":280,"value":41,"enabled":27,"info":281},"clip_creator_quality_score",{"description":282},"クリップ平均視聴数から質を評価",{"name":284,"value":41,"enabled":27,"info":285},"loyal_clip_creators_score",{"description":286},"同一配信者で複数回作成したユーザー数を指標",51720653,"2026-07-11",545.655646847222,"35.0304",35.0304,-4.41167631512323,-5.06,{"ml_score":295,"bayesian_score":296,"momentum_score":297,"weighted_score":298,"new_viewer_score":299,"normalized_score":300,"regression_score":301,"social_spread_score":302,"clip_influence_score":299,"loyal_clip_creators_score":299,"clip_creator_quality_score":299,"clip_creator_variety_score":299,"clip_creator_activity_score":299},0.07840063450786654,0.0824080459323976,0.07940857155335548,0.0777936011677385,0.07394342141095143,0.07930518984936002,0.08187211810444543,0.07715131041912782,"stable","low",[306,307,308,309],"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",[306,307,308,309],0.33,"2026-07-10T16:00:47+09:00",{"id":31,"display_name":32,"username":32,"profile_image_url":35},{"id":39,"name":60},91.91839457092739,33.33333333333333,60.813412764593856,545.7,"35.0","-4.4%","2","14","安定","➡️","低",[327,328,333,337,343,349,354,358,363,366,370,376,381,385,391,396,399,403,408,411,415,421,426,429,433,438,442,445,451],{"id":287,"prediction_date":288,"total_score":289,"weighted_total_score":290,"trend_change":292},{"id":329,"prediction_date":330,"total_score":331,"weighted_total_score":332,"trend_change":41},51477664,"2026-07-10",570.8392257678553,"36.8992",{"id":334,"prediction_date":335,"total_score":331,"weighted_total_score":332,"trend_change":336},51209322,"2026-07-09",-1.2291210610369827,{"id":338,"prediction_date":339,"total_score":340,"weighted_total_score":341,"trend_change":342},50950191,"2026-07-08",577.9428429715748,"37.9076",-6.11570090370546,{"id":344,"prediction_date":345,"total_score":346,"weighted_total_score":347,"trend_change":348},50683869,"2026-07-07",615.5905178338656,"40.7576",0.1534456572741883,{"id":350,"prediction_date":351,"total_score":352,"weighted_total_score":353,"trend_change":41},50444516,"2026-07-06",614.6473681399049,"40.2332",{"id":355,"prediction_date":356,"total_score":352,"weighted_total_score":353,"trend_change":357},50171035,"2026-07-05",-1.850613039199233,{"id":359,"prediction_date":360,"total_score":361,"weighted_total_score":362,"trend_change":41},49923135,"2026-07-04",626.2365840200151,"41.1316",{"id":364,"prediction_date":365,"total_score":361,"weighted_total_score":362,"trend_change":41},49648293,"2026-07-03",{"id":367,"prediction_date":368,"total_score":361,"weighted_total_score":362,"trend_change":369},49402757,"2026-07-02",0.9839397783952514,{"id":371,"prediction_date":372,"total_score":373,"weighted_total_score":374,"trend_change":375},49134944,"2026-07-01",620.1348307406736,"40.6543",1.9709627173678481,{"id":377,"prediction_date":378,"total_score":379,"weighted_total_score":380,"trend_change":41},48878069,"2026-06-30",608.1484514954484,"39.7255",{"id":382,"prediction_date":383,"total_score":379,"weighted_total_score":380,"trend_change":384},48634898,"2026-06-28",33.658354861543174,{"id":386,"prediction_date":387,"total_score":388,"weighted_total_score":389,"trend_change":390},48370072,"2026-06-27",455.00219730029596,"28.1504",-3.1419265685216367,{"id":392,"prediction_date":393,"total_score":394,"weighted_total_score":395,"trend_change":41},48129002,"2026-06-26",469.7617670685804,"29.2851",{"id":397,"prediction_date":398,"total_score":394,"weighted_total_score":395,"trend_change":41},47872120,"2026-06-25",{"id":400,"prediction_date":401,"total_score":394,"weighted_total_score":395,"trend_change":402},47612759,"2026-06-24",-9.59099561760316,{"id":404,"prediction_date":405,"total_score":406,"weighted_total_score":407,"trend_change":41},47348015,"2026-06-23",519.5962175201719,"33.051",{"id":409,"prediction_date":410,"total_score":406,"weighted_total_score":407,"trend_change":41},47099345,"2026-06-22",{"id":412,"prediction_date":413,"total_score":406,"weighted_total_score":407,"trend_change":414},46837534,"2026-06-21",-4.954767711661067,{"id":416,"prediction_date":417,"total_score":418,"weighted_total_score":419,"trend_change":420},46584104,"2026-06-20",546.6830949961505,"35.1214",13.34280543403553,{"id":422,"prediction_date":423,"total_score":424,"weighted_total_score":425,"trend_change":41},46333989,"2026-06-19",482.32712513395046,"30.2412",{"id":427,"prediction_date":428,"total_score":424,"weighted_total_score":425,"trend_change":41},46081612,"2026-06-18",{"id":430,"prediction_date":431,"total_score":424,"weighted_total_score":425,"trend_change":432},45829122,"2026-06-17",-3.1357377205657886,{"id":434,"prediction_date":435,"total_score":436,"weighted_total_score":437,"trend_change":41},45577596,"2026-06-16",497.9412569545332,"31.302",{"id":439,"prediction_date":440,"total_score":436,"weighted_total_score":437,"trend_change":441},45341621,"2026-06-15",-6.998953975362181,{"id":443,"prediction_date":444,"total_score":436,"weighted_total_score":33,"trend_change":33},45091614,"2026-06-14",{"id":446,"prediction_date":447,"total_score":448,"weighted_total_score":449,"trend_change":450},44841807,"2026-06-13",535.4146842849689,"34.2389",1.8770333977229177,{"id":452,"prediction_date":453,"total_score":454,"weighted_total_score":455,"trend_change":456},44592728,"2026-06-12",525.5499364559786,"33.466",-3.623365690886148,{"trend_direction":303,"confidence":304,"reference_level":304,"reference_reasons":458,"growth_rate":292,"trend_change":292,"weighted_trend_change":293},[306,307,308,309],{"weighted_score":460,"regression_score":466,"ml_score":469,"momentum_score":474,"normalized_score":477,"clip_influence_score":482,"social_spread_score":483,"new_viewer_score":484,"genre_correlation_score":490,"bayesian_score":491,"clip_creator_variety_score":494,"clip_creator_activity_score":495,"clip_creator_growth_score":496,"clip_creator_quality_score":497,"loyal_clip_creators_score":498},{"current":461,"average":462,"max":463,"min":464,"trend":465},57.18851038952084,55.73,76.53340707585483,37.44735243389195,8.55,{"current":316,"average":467,"max":468,"min":316,"trend":41},33.84,40.65934065934066,{"current":315,"average":470,"max":471,"min":472,"trend":473},89.38,97.31952188289227,77.67525694867459,4.73,{"current":238,"average":475,"max":238,"min":476,"trend":41},49.25,39.184571268990226,{"current":317,"average":478,"max":479,"min":480,"trend":481},59.65,69.31341806982532,49.48531423863329,4.43,{"current":41,"average":41,"max":41,"min":41,"trend":41},{"current":238,"average":238,"max":238,"min":238,"trend":41},{"current":485,"average":486,"max":487,"min":488,"trend":489},52.40199578884655,56.8,99.98823429724119,1.7986209962091548,2.4,{"current":238,"average":238,"max":238,"min":238,"trend":41},{"current":238,"average":492,"max":493,"min":238,"trend":41},50.08,51.09890109890111,{"current":41,"average":41,"max":41,"min":41,"trend":41},{"current":41,"average":41,"max":41,"min":41,"trend":41},{"current":238,"average":238,"max":238,"min":238,"trend":41},{"current":41,"average":41,"max":41,"min":41,"trend":41},{"current":41,"average":41,"max":41,"min":41,"trend":41},{"weighted_score":500,"regression_score":502,"ml_score":504,"momentum_score":506,"normalized_score":508,"clip_influence_score":510,"social_spread_score":512,"new_viewer_score":514,"genre_correlation_score":516,"bayesian_score":518,"clip_creator_variety_score":520,"clip_creator_activity_score":522,"clip_creator_growth_score":524,"clip_creator_quality_score":526,"loyal_clip_creators_score":528},{"name":501,"desc":225},"総合加重モデルV4",{"name":503,"desc":230},"時系列回帰",{"name":505,"desc":235},"機械学習モデル",{"name":507,"desc":240},"モメンタムスコア",{"name":509,"desc":245},"スコア正規化モデル",{"name":511,"desc":249},"クリップ作成者影響度指数",{"name":513,"desc":253},"ソーシャル拡散度",{"name":515,"desc":258},"新規視聴者率モデル",{"name":517,"desc":262},"ジャンル相関分析",{"name":519,"desc":266},"ベイズ更新モデル",{"name":521,"desc":270},"クリップ作成者多様性スコア",{"name":523,"desc":274},"クリップ活動量スコア",{"name":525,"desc":278},"クリップ視聴数成長スコア",{"name":527,"desc":282},"クリップ品質スコア",{"name":529,"desc":286},"常連クリップ作成者スコア",{"modelVersion":531,"generatedAt":532,"targetMetric":533,"targetHorizonDays":19,"validationPeriodStart":368,"validationPeriodEnd":335,"validationSampleCount":534,"validationMetricSampleCount":535,"correlation":536,"legacyTrendCorrelation":537,"scoreCorrelation":536,"scoreSpearmanCorrelation":538,"topDecileLift":539,"topDecileAvgGrowth":540,"overallAvgGrowth":541,"mae":542,"rmse":543,"directionAccuracy":544,"modelReliabilityLevel":304,"candidateApproachCount":545,"enabledApproachCount":546,"predictionDataStatus":547,"notice":551,"explanation":552},"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）",257502,10328,0.024864667597931968,0.02209539215135899,0.12411846352562246,3.2650616314842784,15.134733611157335,4.635359242599403,8.342586166939528,100.45553264781012,0.37190162664601084,15,13,{"latestAvailableDate":288,"exposedPredictionDate":288,"isServingLatestAvailable":27,"healthLevel":548,"servingFallbackReason":33,"latestAvailablePredictionCount":549,"latestAvailableCompletedCount":549,"latestAvailableNullTotalScoreCount":41,"latestAvailableNullTrendChangeCount":41,"latestAvailableNullWeightedScoreCount":41,"minimumCompletedPredictionCount":550},"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":553,"reliabilityInterpretation":554,"metricDefinitions":555,"limitations":567,"improvementPolicy":572},"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":556,"scoreCorrelation":557,"scoreSpearmanCorrelation":558,"topDecileLift":559,"topDecileAvgGrowth":560,"overallAvgGrowth":561,"legacyTrendCorrelation":562,"mae":563,"rmse":564,"directionAccuracy":565,"validationMetricSampleCount":566},"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。",[568,569,570,571],"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。",[573,574,575,576],"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。"]