In Bangladesh there is a continuous rise in demand for higher education in last decade; therefore, the need for improving the education system is imminent. Data-mining techniques could be explored on educational settings to extract useful information which could be helpful for the students as well...
Unfortunately, this results in a large reduction of resolution and later problems with identification of interesting features in the spectrum or chromatogram. Besides this, reduction of the resolution by bucketing reduces the biggest advantage of sophisticated instruments such as high-field NMR ...
, Computational Intelligence in Information Systems, 159Advances in Intelligent Systems and Computing 331, DOI: 10.1007/978-3-319-13153-5_16 Application of Optimum Binning Technique in Data Mining Approaches to Predict Students’ Final Grade in a Course Syed Tanveer Jishan, Raisul Islam Rashu, ...
What is the significance of each of the different types of value in the valuation process? How is the opportunity cost concept used in the capital budgeting process? How does cluster sampling solve the practical problems involved in simple random sampling? What are some practical limita...
In Bangladesh there is a continuous rise in demand for higher education in last decade; therefore, the need for improving the education system is imminent. Data-mining techniques could be explored on educational settings to extract useful information which could be helpful for the students as well...
By careful binning and grouping of categories, the predictive power of a variable with respect to a dependent variable for both estimation and classification problems can be increased. Binning and cardinality reduction are very similar procedures. They differ only in the fact that in the case of ...
belief networks,data analysis,data mining,greedy algorithms,learning (artificial intelligence),search problemsBinning (a.k.a. discretization) of numerically continuous measurements is a wide-spread but controversial practice in data collection, analysis, and presentation. The consequences of binning have ...