Multiclass Event Classification from Text

Table 1

Summary of the related research.

Paper reference	Classifier used	Dataset	Accuracy (%)
[33]	CNN and RNN	Movie reviews	92
[34]	CNN and RNN	1. Stanford movie review dataset; 2. Stanford Treebank dataset	93.3 and 89.2
[35]	Naïve Bayes and SVM	Corpus of Urdu documents	89.53 and 93.34
[36]	Dynamic neural network	News articles	96.5
[38]	Rule-based modeling	Urdu corpus of news headlines	31.25
[39]	LSTM	Tweets	81.00
[41]	K-NN and J48	Arabic corpus of 2700 documents	95 and 86