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Title |
Optimal Solution of Classification (Prediction)Problem |
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Author |
Mohammad S. Khrisat |
| Citation |
Vol. 23 No. 9 pp. 129-133 |
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Abstract |
Classification or prediction problem is how to solve it using a specific feature to obtain the predicted class. A wheat seeds specifications 4 3 classes of seeds will be used in a prediction process. A multi linear regression will be built, and a prediction error ratio will be calculated. To enhance the prediction ratio an ANN model will be built and trained. The obtained results will be examined to show how to make a prediction tool capable to compute a predicted class number very close to the target class number. |
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Keywords |
Classification, prediction, ANN, FFANN, training, MLR, prediction error ratio, features, regression coefficients, regression equation . |
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