part-of-speech-tagging

Simple Model

Sentences correctly predicted : 47.45%
Words correctly predicted : 93.91%
Average length of sentence in test set : 14.72
Average length of sentence correctly predicted : 5.17
Length of longest sentence correctly predicted : 48

Hidden Markov Model with Viberbi Decoding

Sentences correctly predicted : 54.50%
Words correctly predicted : 95.07%
Average length of sentence in test set : 14.72
Average length of sentence correctly predicted : 6.30
Length of longest sentence correctly predicted : 52

Complex Model

Sentences correctly predicted : 55.65%
Words correctly predicted : 95.08%
Average length of sentence in test set : 14.72
Average length of sentence correctly predicted : 6.48
Length of longest sentence correctly predicted : 52