Machine Learning Algorithms for Predators Detection in Online Chat Conversations

qqyearn40229 18 0 ZIP 2021-05-04 12:05:54

在线聊天会话中食肉动物检测的机器学习算法 ML项目文件与Ken Lee和Romario Timothy Vaz合作该项目使用Python 3.6.3,将所有库安装在requirements.txt中然后通过“ jupyter笔记本”启动笔记本。数据可从下载,将zip文件解压缩到/ data /中,这样目录如下 / src /数据 / pan12-sexual-predator-identification-test-corpus-2012-05-21 / pan12-sexual predator-identification-training-corpus-2012-05-01

文件列表

Machine-Learning-Algorithms-for-Predators-Detection-in-Online-Chat-Conversations-Paper-master.zip (预估有个31文件)

Machine-Learning-Algorithms-for-Predators-Detection-in-Online-Chat-Conversations-Paper-master

models

SCI_SVM_0.99_2019_03_07_14_15_45.sav 1.28MB

checkpoint 511B

VFP_SVM_0.85_2019_03_07_12_25_50.sav 706KB

.DS_Store 6KB

src

SVM

4 - Building the VFP.ipynb 31KB

4.1 - Experimenting with VFP.ipynb 8KB

1 - SVM Data Prefiltering.ipynb 7KB

3 - Building the SCI.ipynb 24KB

5 - Putting Everything Together.ipynb 2KB

2 - Data Labelling.ipynb 5KB

.ipynb_checkpoints

4 - Building the VFP-checkpoint.ipynb 4KB

5 - Putting Everything Together-checkpoint.ipynb 72B

2 - Data Labelling-checkpoint.ipynb 5KB

4.1 - Experimenting with VFP-checkpoint.ipynb 72B

3 - Building the SCI-checkpoint.ipynb 23KB

4.2 VFP Testing Grounds-checkpoint.ipynb 72B

2.5 Understanding the Filtered Dataset-checkpoint.ipynb 6KB

1 - SVM Data Prefiltering-checkpoint.ipynb 7KB

4.2 VFP Testing Grounds.ipynb 99KB

2.5 Understanding the Filtered Dataset.ipynb 6KB

GAN

my_model.data-00000-of-00001 4.36MB

my_model.index 896B

1 - Building the GAN.ipynb 2.07MB

my_model.meta 114KB

CNN.ipynb 2.82MB

.ipynb_checkpoints

CNN-checkpoint.ipynb 2.82MB

1 - Building the GAN-checkpoint.ipynb 1.39MB

top100CNNwords.docx 14KB

requirements.txt 1KB

Machine Learning Algorithms for Predators Detection in Online Chat Conversations.pdf 164KB

README.md 608B

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Machine Learning Algorithms for Predators Detection in Online Chat Conversations

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