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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
ユーザーが大画面テレビに接続できる会議室でWindowsラップトップで作業しているユーザーがHDMIおよびVGAケーブルを使用してテレビに接続しようとしましたが、ビデオがテレビに表示されない次のうち最も多いものはどれですか問題の考えられる原因は?
A. 画面の明るさが低すぎます
B. 悪い複合ケーブルがあります
C. 画面ミラーリングが無効になっています
D. テレビの解像度がノートパソコンと一致しません
Answer: D
NEW QUESTION: 3
Which two bandwidth options are available for the Dedicated Cloud? (Choose two.)
A. 10 Gbps
B. 1 Gbps
C. 20 Gbps
D. 2 Gbps
Answer: A,D
NEW QUESTION: 4
A company is hired to perform some of another organization's work. Which of the following types of organizational change is described?
A. Split
B. Outsourcing
C. Shared resources
D. Business process change
Answer: B
Explanation:
Explanation/Reference:
References: References: Kim Heldman, CompTIA Project+ Study Guide, 2nd Edition, Sybex, Indianapolis,
2017, p. 297
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