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NEW QUESTION: 1
決定木アルゴリズムを使用しています。次のツリー深度で一般化するモデルを訓練しました。
10。
さまざまなツリー深度値を持つモデルのバイアスおよび分散プロパティを選択する必要があります。
各ツリーの深さに対してどのプロパティを選択する必要がありますか？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。
Answer:
Explanation:
Explanation:
In decision trees, the depth of the tree determines the variance. A complicated decision tree (e.g. deep) has low bias and high variance.
Note: In statistics and machine learning, the bias-variance tradeoff is the property of a set of predictive models whereby models with a lower bias in parameter estimation have a higher variance of the parameter estimates across samples, and vice versa. Increasing the bias will decrease the variance. Increasing the variance will decrease the bias.
References:
https://machinelearningmastery.com/gentle-introduction-to-the-bias-variance-trade-off-in-machine-learning/
NEW QUESTION: 2
When would an Aspect NOT be used?
A. when at a given state within a document's lifecycle, you attach attributes that are not defined on the document type
B. when you attach custom behavior to documents on a per-instance basis
C. when you attach custom behavior to object instances in one application, but not across applications
D. when regardless of a document's type, you attach retention information for a subset of documents
Answer: C
NEW QUESTION: 3
In an attempt to secure his wireless network, Bob implements a VPN to cover the wireless communications. Immediately after the implementation, users begin complaining about how slow the wireless network is. After benchmarking the network's speed. Bob discovers that throughput has dropped by almost half even though the number of users has remained the same.
Why does this happen in the VPN over wireless implementation?
A. Using a VPN with wireless doubles the overhead on an access point for all direct client to access point communications.
B. Using a VPN on wireless automatically enables WEP, which causes additional overhead.
C. VPNs use larger packets then wireless networks normally do.
D. The stronger encryption used by the VPN slows down the network.
Answer: A
Explanation:
By applying VPN the access point will have to recalculate all headers destined for client and from clients twice.