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In [5]:

# 本代码由可视化策略环境自动生成 2022年8月1日 10:55
# 本代码单元只能在可视化模式下编辑。您也可以拷贝代码，粘贴到新建的代码单元或者策略，然后修改。


m18 = M.btc_MarketCap_Residual_chart.v1(

)

[2022-08-01 10:54:19.760177] INFO: moduleinvoker: btc_MarketCap_Residual_chart.v1 开始运行..

[2022-08-01 10:54:19.767503] INFO: moduleinvoker: input_features.v1 开始运行..

[2022-08-01 10:54:19.780570] INFO: moduleinvoker: 命中缓存

[2022-08-01 10:54:19.782130] INFO: moduleinvoker: input_features.v1 运行完成[0.014631s].

[2022-08-01 10:54:19.799372] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:21.283664] INFO: moduleinvoker: cached.v3 运行完成[1.484274s].

[2022-08-01 10:54:21.294848] INFO: moduleinvoker: rename_columns1.v1 开始运行..

[2022-08-01 10:54:21.365175] INFO: moduleinvoker: rename_columns1.v1 运行完成[0.070319s].

[2022-08-01 10:54:21.384233] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:21.445164] INFO: moduleinvoker: cached.v3 运行完成[0.060883s].

[2022-08-01 10:54:21.458772] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:21.513685] INFO: moduleinvoker: cached.v3 运行完成[0.054924s].

[2022-08-01 10:54:21.521007] INFO: moduleinvoker: dropnan.v2 开始运行..

[2022-08-01 10:54:21.558311] INFO: dropnan: /data, 4952/4952

[2022-08-01 10:54:21.579338] INFO: dropnan: 行数: 4952/4952

[2022-08-01 10:54:21.582906] INFO: moduleinvoker: dropnan.v2 运行完成[0.061893s].

[2022-08-01 10:54:21.587382] INFO: moduleinvoker: sort.v4 开始运行..

[2022-08-01 10:54:26.105723] INFO: moduleinvoker: sort.v4 运行完成[4.518327s].

[2022-08-01 10:54:26.120448] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:26.191178] INFO: moduleinvoker: cached.v3 运行完成[0.070733s].

[2022-08-01 10:54:26.209244] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:29.899555] INFO: moduleinvoker: cached.v3 运行完成[3.69032s].

[2022-08-01 10:54:29.910787] INFO: moduleinvoker: rename_columns1.v1 开始运行..

[2022-08-01 10:54:29.996788] INFO: moduleinvoker: rename_columns1.v1 运行完成[0.085983s].

[2022-08-01 10:54:30.015622] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:30.159950] INFO: moduleinvoker: cached.v3 运行完成[0.144326s].

[2022-08-01 10:54:30.180558] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:30.248395] INFO: moduleinvoker: cached.v3 运行完成[0.067837s].

[2022-08-01 10:54:30.256588] INFO: moduleinvoker: dropnan.v2 开始运行..

[2022-08-01 10:54:30.298868] INFO: dropnan: /data, 4366/4958

[2022-08-01 10:54:30.314931] INFO: dropnan: 行数: 4366/4958

[2022-08-01 10:54:30.318895] INFO: moduleinvoker: dropnan.v2 运行完成[0.062304s].

[2022-08-01 10:54:30.323764] INFO: moduleinvoker: sort.v4 开始运行..

[2022-08-01 10:54:33.912001] INFO: moduleinvoker: sort.v4 运行完成[3.588222s].

[2022-08-01 10:54:33.928478] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:34.005579] INFO: moduleinvoker: cached.v3 运行完成[0.077091s].

[2022-08-01 10:54:34.019272] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:34.085434] INFO: moduleinvoker: cached.v3 运行完成[0.066158s].

[2022-08-01 10:54:34.092918] INFO: moduleinvoker: auto_labeler_on_datasource.v1 开始运行..

[2022-08-01 10:54:34.124437] INFO: 自动标注(任意数据源): 开始标注 ..

[2022-08-01 10:54:34.171230] INFO: moduleinvoker: auto_labeler_on_datasource.v1 运行完成[0.078291s].

[2022-08-01 10:54:34.181196] INFO: moduleinvoker: join.v3 开始运行..

[2022-08-01 10:54:34.258113] INFO: join: /data, 行数=4366/4952, 耗时=0.027143s

[2022-08-01 10:54:34.282830] INFO: join: 最终行数: 4366

[2022-08-01 10:54:34.289214] INFO: moduleinvoker: join.v3 运行完成[0.108015s].

[2022-08-01 10:54:34.297259] INFO: moduleinvoker: filter.v3 开始运行..

[2022-08-01 10:54:34.328047] INFO: filter: 使用表达式 date<="2013-06-30" 过滤

[2022-08-01 10:54:34.403896] INFO: filter: 过滤 /data, 1049/3317/4366

[2022-08-01 10:54:34.438773] INFO: moduleinvoker: filter.v3 运行完成[0.141506s].

[2022-08-01 10:54:34.446646] INFO: moduleinvoker: filter.v3 开始运行..

[2022-08-01 10:54:34.469004] INFO: filter: 使用表达式 date<="2022-06-30" 过滤

[2022-08-01 10:54:34.557628] INFO: filter: 过滤 /data, 3287/30/3317

[2022-08-01 10:54:34.609082] INFO: moduleinvoker: filter.v3 运行完成[0.162415s].

[2022-08-01 10:54:34.618057] INFO: moduleinvoker: linear_regression.v1 开始运行..

[2022-08-01 10:54:34.777294] INFO: moduleinvoker: linear_regression.v1 运行完成[0.159229s].

[2022-08-01 10:54:34.816391] INFO: moduleinvoker: metrics_regression.v1 运行完成[0.029378s].

[2022-08-01 10:54:34.835410] INFO: moduleinvoker: cached.v3 开始运行..

[2022-08-01 10:54:34.910740] INFO: moduleinvoker: cached.v3 运行完成[0.075327s].

[2022-08-01 10:54:34.923242] INFO: moduleinvoker: rename_columns1.v1 开始运行..

[2022-08-01 10:54:34.997167] INFO: moduleinvoker: rename_columns1.v1 运行完成[0.073915s].

[2022-08-01 10:54:35.006969] INFO: moduleinvoker: Tplot_COPY.v11 开始运行..

[2022-08-01 10:54:35.727546] INFO: moduleinvoker: Tplot_COPY.v11 运行完成[0.720565s].

[2022-08-01 10:54:35.732760] INFO: moduleinvoker: btc_MarketCap_Residual_chart.v1 运行完成[15.972599s].

列名映射： {'t': 'date', 'v': 'btc_factor'}
/data: 4952

列名映射： {'Date': 'date', 'Value': 'market_cap'}
/data: 4958

可解释方差: 0.8711377151723203
平均绝对误差: 0.5954916171529374
均方误差: 0.5039600222104855
均方对数误差: 0.0008424908051144533
均方绝对误差: 0.5655226583394004
确定系数(r^2): 0.8708913146900549

列名映射： {'label': '比特币市值对数', 'residual': '误差值'}
/data: 3287