项目作者: yzhangcs
项目描述 :
Hidden Markov Model
高级语言: Python
项目地址: git://github.com/yzhangcs/HMM.git
Hidden Markov Model
结构
.
├── bigdata
│ ├── dev.conll
│ ├── test.conll
│ └── train.conll
├── data
│ ├── dev.conll
│ └── train.conll
├── results
│ ├── bhmm.txt
│ └── hmm.txt
├── config.py
├── hmm.py
├── README.md
└── run.py
用法
$ python run.py -h
usage: run.py [-h] [--bigdata] [--file FILE]
Create Hidden Markov Model(HMM) for POS Tagging.
optional arguments:
-h, --help show this help message and exit
--bigdata, -b use big data
--file FILE, -f FILE set where to store the model
# e.g.
$ python run.py -b
结果
大数据集 |
alpha |
dev/P |
test/P |
mT(s) |
× |
0.3 |
75.7428% |
* |
000.723058 |
√ |
0.01 |
88.3546% |
88.4994% |
002.846564 |