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NEW QUESTION: 1
Azure Machine Learning Studioで線形回帰モデルを開発しています。さまざまなアルゴリズムを比較する実験を実行します。
次の画像は、結果データセットの出力を示しています。
ドロップダウンメニューを使用して、画像に表示される情報に基づいて各質問に回答する回答の選択肢を選択します。
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:
Explanation
Box 1: Boosted Decision Tree Regression
Mean absolute error (MAE) measures how close the predictions are to the actual outcomes; thus, a lower score is better.
Box 2:
Online Gradient Descent: If you want the algorithm to find the best parameters for you, set Create trainer mode option to Parameter Range. You can then specify multiple values for the algorithm to try.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/evaluate-model
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/linear-regression
NEW QUESTION: 2
Most economists in the United States seem captivated by spell of the free market. Consequently, nothing
seems good or normal that does not accord with the requirements of the free market.
A price that is determined by the seller or for that matter, established by anyone other than the aggregate
of consumers seems pernicious, accordingly, it requires a major act of will to think of price fixing (the
determination of prices by the seller) as both "normal" and having a valuable economic function. In fact,
price-fixing is normal in all industrialized societies because the industrial system itself provides, as an
effortless consequence of its own development, the price-fixing that requires, Modern industrial planning
requires and rewards great size. Hence a comparatively small number of large firms will be competing for
the same group of consumers. That each large firm will act with consideration of its own needs and thus
avoid selling its products for more than its competitors charge is commonly recognized by advocates of
free-markets economic theories. But each large firm will also act with full consideration of the needs that it
has in common with the other large firms competing for the same customers. Each large firm will thus
avoid significant price cutting, because price cutting would be prejudicial to the common interest in a
stable demand for products. Most economists do not see price-fixing when it occurs because they expect
it to be brought about by a number of explicit agreements among large firms; it is not.
More over those economists who argue that allowing the free market to operate without interference is the
most efficient method of establishing prices have not considered the economies of non socialist countries
other than the United States. These economies employ intentional price-fixing usually in an overt fashion.
Formal price fixing by cartel and informal price fixing by agreements covering the members of an industry
are common place. Were there something peculiarly efficient about the free market and inefficient about
price fixing, the countries that have avoided the first and used the second would have suffered drastically
in their economic development. There is no indication that they have.
Socialist industry also works within a frame work of controlled prices. In early 1970's, the Soviet Union
began to give firms and industries some of the flexibility in adjusting prices that a more informal evolution
has accorded the capitalist system. Economists in the United States have hailed the change as a return to
the free market. But Soviet firms are no more subject to prices established by free market over which they
exercise little influenced than are capitalist firms.
In the passage, the author is primarily concerned with
A. calling attention to recent discoveries
B. proposing a topic for research
C. criticizing a point of view
D. summarizing conflicting opinions
E. predicting the consequences of a practice
Answer: C
NEW QUESTION: 3
DRAG DROP
Select and Place:
Answer:
Explanation:
Explanation/Reference:
i) Dense Mode Flood-and-Prune Protocols (DVMRP / MOSPF / PIM-DM)
In dense mode protocols, all routers in the network are aware of all trees, their sources and receivers.
Protocols such as DVMRP and PIM dense mode flood "active source" information across the whole network and build trees by creating "Prune State" in parts of the topology where traffic for a specific tree is unwanted.
They are also called flood-and-prune protocols. In MOSPF, information about receivers is flooded throughout the network to support the building of trees.
Dense mode protocols are undesirable because every tree built in some part of the network will always cause resource utilization (with convergence impact) on all routers in the network (or within the administrative scope, if configured). We will not be discussing these protocols in the rest of this paper.
ii) Sparse Mode Explicit Join Protocols (PIM-SM/PIM-BiDir)
With sparse mode explicit join protocols we do not create a group-specific forwarding state in the network unless a receiver has sent an explicit IGMP/MLD membership report (or "join") for a group. This variant of ASM is known to scale well and is the multicast paradigm we will mainly be discussing. This is the basis for PIMSparse Mode, which most multicast deployments have used to this point. This is also the basis for PIM-BiDir, which will be increasingly deployed for MANY (sources) TO MANY (receivers) applications.
These protocols are called sparse mode because they efficiently support IP multicast delivery trees with a
"sparse" receiver population - creating control plane state only on routers in the path between sources and receivers, and in PIM-SM/BiDir, the Rendezvous Point (RP). They never create state in other parts of the network. State in a router is only built explicitly when it receives a join from a downstream router or receiver, hence the name "explicit join protocols".
Both PIM-SM and PIM-BiDir employ "SHARED TREES", which allow traffic from any source to be forwarded to a receiver. The forwarding state on a shared tree is referred to as (*,G) forwarding state, where the * is a wild card for ANY SOURCE. Additionally, PIM-SM supports the creation of forwarding state that relates to traffic from a specific source. These are known as SOURCE TREES, and the associated state is referred to as (S, G) forwarding state SSM is the model used when the receiver (or some proxy) sends (S,G) "joins" to indicate that it wants to receive traffic sent by source S to group G.
This is possible with IGMPv3/MLDv2 "INCLUDE" mode membership reports. We therefore refer to this model as the Source-Specific Multicast (SSM) model. SSM mandates the use of an explicit-join protocol between routers. The standard protocol for this is PIM-SSM, which is simply the subset of PIM-SM used to create (S,G) trees. There are no shared trees (*,G) state in SSM. Multicast receivers can thus "join" an ASM group G, or "join" (or more accurately "subscribe" to) an SSM (S, G) channel. To avoid having to repeat the term "ASM group or SSM channel", we will use the term (multicast) flow in the text, implying that the flow could be an ASM group or an SSM channel
NEW QUESTION: 4
A statement of cash flows in a financial report that shows incoming and outgoing money during a particular period (often monthly or quarterly). It does not include _________ items such as depreciation. The statement is a useful tool for determining the short-term viability of a company, particularly its ability to pay bills.
A. Depletion related
B. Depreciation related
C. Lon-term debt
D. Non-cash
Answer: D