J48 algorithm in the weather.nominal dataset

1. Apply J48 algorithm in the weather.nominal dataset and display the result.

2. Construct the decision making tree from the previous result.

3. Evaluate the decision tree obtained in the previous steps and measure the number of leaf nodes

Sample Solution

ouisiana, with wetlands that are almost stable, and making up more than 35% of the Mississippi River Delta, it’s larger than the Florida Everglades. With over 500 different species of wildlife, 22 million pounds of crawfish harvested each year, and the largest nesting concentration of bald eagles in the southern United States, this area seems to be thriving. Unfortunately, all other swamps and basins considering part of the Delta are depleting at an alarmingly fast rate.

The degradation of “The Sportsman’s Paradise” hurts not only the environment, but also the economy. According to a 2012 study conducted by the Fisheries Economics of the U.S, the Gulf of Mexico marine industry employed nearly 20 million people across Alabama, Louisiana, Texas, Mississippi, and Florida. The commercial fishing location quotient (CFLQ) for Louisiana topped the region at 1.38. This basically means that the level of commercial fisheries employment in Louisiana is almost 1.5 times higher than the nationwide average. Louisiana’s landings revenue topped the southeast at $331 million, almost twice as much as the runner-up, Texas. Just to put into perspective the economic impact of fishing trips on the state, recreational fishing trips impacted Louisiana at $4 trillion, with total trip expenditures topping $2.8 billion. The Mississippi River Delta plays a major role in the economies of Louisiana and Mississippi; once this wildlife refuge becomes used up, people all across the southeast that rely on the marine economy will bear the negative effects, but not nearly as much as the wildlife that calls the Delta home.

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