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Basic concepts in data classification.

Note the basic concepts in data classification.
Discuss the general framework for classification.
What is a decision tree and decision tree modifier? Note the importance.
What is a hyper-parameter?
Note the pitfalls of model selection and evaluation.

Sample Solution

eep Automobiles, Jeep is a brand of American automobiles that is a division of FCA US LLC (formerly Chrysler Group, LLC), a wholly owned subsidiary of the Italian-American corporation Fiat Chrysler Automobiles. Jeep has been a part of Chrysler since 1987, when Chrysler acquired the Jeep brand, along with remaining assets, from its previous owner: American Motors Corporation (AMC). Jeep’s current product range consists solely of sport utility vehicles and off-road vehicles, but has also included pickup trucks and roadsters in the past; Jeep will return to the pickup truck market in early 2019. “Jeep has always been known as a off roading vehicle mainly because the whole idea of the Jeep vehicle was for military transportation, in foreign countries to get around better. Then an idea came to the company to allow the American people to also use the Jeep in their everyday lives so they started producing it for citizens.” The next company Dodge Ram Heavy Duty Trucks, “Prior to the 1970s, Dodge had maintained a separate marque for trucks, Fargo Trucks, primarily for use outside the United States. After that point, all trucks made by Chrysler were distributed under the Dodge marque.”The Ram brand was created following Chrysler’s acquisition by Italian automaker Fiat, and the plans called for Dodge switching to an exclusively car-based lineup with all pickup and future heavy-duty trucks by Chrysler being sold under the Ram brand.I am pretty familiar with the Dodge Ram truck as well, because my dad used to have a Dodge Ram. And It wasn’t a bad truck, it had the combination of a muscle car and heavy duty truck feel to it being. Being combined with Dodge, hence called Dodge Ram the truck has a muscle feel to it also is quite loud when pressing the gas pedal. The next important company Mopar also known as Motor Parts, “The term was first used by Chrysler in the 1920s and was introduced as a brand starting in 1937. The name Mopar was created by a committee to use on cans of “Chrysler Motor Parts” antifreeze.” Mopar parts are original equipment manufactured parts for FCA US LLC vehicles. The term “Mopar” has passed into broader usage among car enthusiasts as an unambiguous reference to vehicles produced by former parent company Chrysler Corporation/Chrysler Group LLC, now FCA US. “Before the founding of Mopar most of the subsidiary companies were making their own car parts, but with Mopar the idea came to have one company known as Mopar to supply all the necessary car parts for all Fiat Chrysler vehicles, which really helps reducing the cost for parts, since every car company in the Fiat Chrysler group doesn’t need to buy their own parts.”
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