我使用下面的代码进行网格搜索,设置njobs=crossvalidation折叠,但是有很多行如下所示:
GridSearchCV(estimator = est,
cv = crossval_n,
n_jobs = crossval_n,
param_grid = param_grid,
scoring = grid_score,
verbose = 1000)信息是这样的:
Pickling array (shape=(2,), dtype=object).
Pickling array (shape=(7,), dtype=object).
Pickling array (shape=(5,), dtype=object).
Pickling array (shape=(5,), dtype=object).
Pickling array (shape=(2,), dtype=object).
Memmaping (shape=(300000,), dtype=float64) to old file /dev/shm/joblib_memmaping_pool_31858_140577309572624/31858-140577424627920-252eb20f1c96190cb0ef65643005ff1e.pkl
Memmaping (shape=(199999,), dtype=int64) to old file /dev/shm/joblib_memmaping_pool_31858_140577309572624/31858-140577424627920-e2ad805d63b492d1bda22f6ecd785fa9.pkl
Pickling array (shape=(100001,), dtype=int64).
[CV] n_estimators=25, loss=deviance, learning_rate=0.05, max_depth=3, score=0.663848252373, total= 4.5min
[CV] n_estimators=100, loss=deviance, learning_rate=0.05, max_depth=3
[Parallel(n_jobs=3)]: Done 1 tasks | elapsed: 4.9min
Pickling array (shape=(3376,), dtype=object).
Memmaping (shape=(73, 300000), dtype=float64) to old file /dev/shm/joblib_memmaping_pool_31858_140577309572624/31858-140577424627920-2a1a398dde29f0da54a999a91072b77b.pkl
Memmaping (shape=(1, 300000), dtype=int64) to old file /dev/shm/joblib_memmaping_pool_31858_140577309572624/31858-140577424627920-108448b3fbe2af627fc26e0b965874b9.pkl
Memmaping (shape=(62, 300000), dtype=float64) to old file /dev/shm/joblib_memmaping_pool_31858_140577309572624/31858-140577424627920-32d40c577c413ff0ea04ade1cc62a62e.pkl不确定1)信息是什么? 2)如果我得到了这些信息,是否有错误? 3)如果不是错误消息,如何禁用打印出来?
发布于 2018-08-22 11:49:11
查看您正在使用的verbose参数。
详细:整数控制详细:越高,消息越多。
您正在使用verbose=1000,因此您将在输出中获得调优过程的进度。
更改verbose=0以禁用它。
https://stackoverflow.com/questions/51959321
复制相似问题