Title: Road Accident Data Analysis: Data Preprocessing for Better Model Building
Abstract: In this study we focused on the relationship between preprocessing and model accuracy. The performance of the Machine learning techniques depends on the quality of the data set. Preprocessing is not only advantageous but it is very necessary and a preliminary work in predicting model. As a result, experiments discovered that preprocessed techniques increased performance for model building. To see the performance preprocessing support vector machine is applied before preprocessing and after preprocessing. Its model accuracy increased from 68.7% to 88.5%.
Publication Year: 2019
Publication Date: 2019-09-01
Language: en
Type: article
Indexed In: ['crossref']
Access and Citation
Cited By Count: 11
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