Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| #VinitaHegwood can get a job at the naacp. Or as The AG. I hear they like "diversity and tolerance". As long as you ain't a cracker #tcot | Mixed | Hate Speech | User Added |
| #UMightNotGetIn 😂😂😂 fucc nicca #BeerandTacOS #WeTheLastOnesLeft http://t.co/45FV79CV0z | Mixed | Abusive | User Added |
| #TweetLikeYourBestfriend "I made out with 3 bitches!" @lilkrebs | Mixed | Abusive | User Added |
| #TweetLikePontiacHolmes  I do the Pontiac sprinkler... Nigga nigga nigga nigga spic spic spic spic nigga nigga nigga nigga | Mixed | Hate Speech | User Added |
| #TrayvonMartin referred to Zimmerman as a "creepy ass cracker". Racist thug. | Mixed | Hate Speech | User Added |
| #ToMyFutureSon You can fuck dem hoes but you better not love dem hoes. | Mixed | Abusive | User Added |
| #TjohnGang😈 lil bitch follow me ! http://t.co/sd8UhT4DNY | Mixed | Abusive | User Added |
| #ThingsNotToDoOnAFirstDate give her all da dick U gotta half stroke da pussy bc if u dump dick on dat bitch she gon become extremely anoyin | Mixed | Abusive | User Added |
| #ThingsIWillTeachMyChild how to play deez niggas n bitches dat be snakes | Mixed | Hate Speech | User Added |
| #TheMostAnnoyingThingsInLife people who are NEVER happy and bitch-n-moan 100% of the time. | Mixed | Abusive | User Added |
| #ThatFuckMeMoment when you leave your car windows down and it rains in your car and looks like hurricane katrina ran through that bitch | Mixed | Abusive | User Added |
| #That son of a bitch moment when your walking through your house in the dark and stub your little toe on the wall | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph