data mining by weka karunamuni p silva cis 675. data description cost data for u.s. airlines, 90...
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Data mining by WEKA
Karunamuni P Silva
CIS 675
Data DescriptionCost Data for U.S. Airlines, 90 Oservations On 6 Firms For15 Years, 1970-1984Source: These data are a subset of a larger data set provided to the author by Professor Moshe Kim.
They were originally constructed by ChristensenAssociates of Madison, Wisconsin.
I consider following data set
Cost vs Fuel price andLoad factor, the average capacity utilization of the fleet.Output
Histogram of Output
Histogram of Fuel Price
Histogram of Load Factor
Histogram of Cost
Linear Regression66% of training set & 34% test set
Visualization
76% of training set & 24% test set
Visualization
86% of training set & 14% test set
Visualization
Alpha=0.05 Iterations=200
Alpha=0.05 Iterations=200
References
http://www.indiana.edu/~statmath/stat/all/panel/
https://blog.itu.dk/SPVC-E2010/files/2010/11/wekatutorial.pdf
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