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NEW QUESTION: 1
You are evaluating a Python NumPy array that contains six data points defined as follows:
data = [10, 20, 30, 40, 50, 60]
You must generate the following output by using the k-fold algorithm implantation in the Python Scikit-learn machine learning library:
train: [10 40 50 60], test: [20 30]
train: [20 30 40 60], test: [10 50]
train: [10 20 30 50], test: [40 60]
You need to implement a cross-validation to generate the output.
How should you complete the code segment? To answer, select the appropriate code segment in the dialog box in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: k-fold
Box 2: 3
K-Folds cross-validator provides train/test indices to split data in train/test sets. Split dataset into k consecutive folds (without shuffling by default).
The parameter n_splits ( int, default=3) is the number of folds. Must be at least 2.
Box 3: data
Example: Example:
>>>
>>> from sklearn.model_selection import KFold
>>> X = np.array([[1, 2], [3, 4], [1, 2], [3, 4]])
>>> y = np.array([1, 2, 3, 4])
>>> kf = KFold(n_splits=2)
>>> kf.get_n_splits(X)
2
>>> print(kf)
KFold(n_splits=2, random_state=None, shuffle=False)
>>> for train_index, test_index in kf.split(X):
... print("TRAIN:", train_index, "TEST:", test_index)
... X_train, X_test = X[train_index], X[test_index]
... y_train, y_test = y[train_index], y[test_index]
TRAIN: [2 3] TEST: [0 1]
TRAIN: [0 1] TEST: [2 3]
References:
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html
NEW QUESTION: 2
In this section, you'll see one or more sets of questions with the same scenario and problem Each question
presents a unique solution to the problem, and you must determine whether the solution meets the stated goals
Any of the solutions might solve the problem. It is also possible that none of the solutions solve the
problem.
Once you answer a question in this section, you will NOT be able to return to it As a result. these questions
will not appear in the review screen
Note This question is part of a series of questions that present the same scenario Each question in the series
contains a unique solution Determine whether the solution meets the stated goals.
Your network contains an Active Directory forest named contoso.com. The forest contains a member server
named Server1 that runs Windows Server 2016 All domain controllers run Windows Server 2012 R2
Contoso com has the following configuration
You plan to deploy an Active Directory Federation Services (AD FS) farm on Served and to configure device
registration You need to configure Active Directory to support the planned deployment.
Solution You upgrade a domain controller to Windows Server 2016 Does this meet the goal?
A. Yes
B. No
Answer: B
NEW QUESTION: 3
Sie verwenden den Ressourcen-Manager, um eine neue Microsoft SQL Server-Instanz in einer virtuellen Microsoft Azure-Maschine (VM) bereitzustellen, die Premium-Speicher verwendet. Die kombinierte Anfangsgröße der SQL Server-Benutzerdatenbankdateien wird voraussichtlich über 200 Gigabyte (GB) liegen. Sie müssen die Leistung für die Datenbankdateien und die Protokolldatei maximieren.
Sie fügen der VM die folgenden zusätzlichen Laufwerkvolumes hinzu:
Sie haben folgende Anforderungen:
Sie müssen die SQL-Instanz bereitstellen.
Identifizieren Sie in der folgenden Tabelle das Laufwerk, auf dem Sie die einzelnen SQL Server-Dateitypen speichern müssen.
HINWEIS: Nehmen Sie in jeder Spalte nur eine Auswahl vor. Jede richtige Auswahl ist einen Punkt wert.
Answer:
Explanation:
Explanation:
Enable read caching on the disk(s) hosting the data files and TempDB.
Do not enable caching on disk(s) hosting the log file. Host caching is not used for log files.
NEW QUESTION: 4
The only advanced learner is polite but obviously bored. Which of the following is the BEST way to improve the learner's class experience?
A. Ask the learner if they would like to prepare to teach a lecture of the class.
B. Ask the other learners to quiz the expertise of the advanced learner.
C. Ask the learner to cite real world examples to use in class.
D. Ask the learner if they would like to assist in room preparation and class documentation.
Answer: C