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NEW QUESTION: 1
10,000個のデータポイントと150個の特徴を持つ正規化された数値特徴セットを含む、マルチクラス分類タスク用に作成されたデータセットがあります。
データポイントの75%をトレーニングに、25%をテストに使用します。 Pythonでscikit-learn機械学習ライブラリを使用しています。 Xを使用して機能セットを示し、Yを使用してクラスラベルを示します。
次のPythonデータフレームを作成します。
主成分分析(PCA)メソッドを適用して、トレーニングセットとテストセットの両方でフィーチャセットの次元を10フィーチャに減らす必要があります。
どのようにコードセグメントを完成させるべきですか?回答するには、回答エリアで適切なオプションを選択します。
注:それぞれの正しい選択には1ポイントの価値があります。
Answer:
Explanation:
Box 1: PCA(n_components = 10)
Need to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
Example:
from sklearn.decomposition import PCA
pca = PCA(n_components=2) ;2 dimensions
principalComponents = pca.fit_transform(x)
Box 2: pca
fit_transform(X[, y])fits the model with X and apply the dimensionality reduction on X.
Box 3: transform(x_test)
transform(X) applies dimensionality reduction to X.
参照:
https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html
NEW QUESTION: 2
Welche der folgenden Beispiele zeigen Mitarbeiterzeitdaten?
Es gibt 4 richtige Antworten auf diese Frage.
A. Geh
B. Geschäftsreisen
C. Krankheit
D. Beeindrucken
E. Substitutionen
Answer: A,B,C,E
NEW QUESTION: 3
ユーザーがSQSで「myqueue」という名前のキューを作成しました。キューに発行された4つのメッセージがあり、コンシューマはまだ受信していません。ユーザーがキューを削除しようとすると、どうなりますか?
A. 最初にメッセージを削除するようユーザーに要求します
B. 削除を開始しますが、すべてのメッセージが自動的に削除されるまで4日待ってから削除します。
C. ユーザーがキューを手動で削除することはできません。 AWSはキューで30日間何も操作しないとそれを削除します
D. キューを削除します
Answer: D
Explanation:
説明
SQSを使用すると、ユーザーはアプリケーションの分散コンポーネント間でデータを移動できるため、メッセージを失うことなく、または各コンポーネントを常に使用可能にする必要なく、さまざまなタスクを実行できます。ユーザーは、空かどうかに関係なく、いつでもキューを削除できます。キューは一定期間メッセージを保持することに注意することが重要です。デフォルトでは、キューはメッセージを4日間保持します。