Table 1.
Summary of papers.
Fig 1.
Architecture of Amharic document classification.
Fig 2.
Pictorial description of the proposed dimension reduction scheme.
Table 2.
Sample document-term matrix.
Table 3.
News categories label and number of news document in each news category.
Table 4.
MLP classifier confusion matrix.
Table 5.
SVM classifier confusion matrix.
Table 6.
DT classifier confusion matrix.
Fig 3.
Performance evaluation of classifiers with the new dimension reduction method.
Fig 4.
Comparison of traditional dimension reduction with the new dimension reduction.
Table 7.
Summary of dimension reduction on our dataset.