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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| This is fucked up lmao #whore #bitch which one are you? #cheaters better go to maaco #dead http://t.co/nQ56ZkPjhj | Mixed | Abusive | User Added |
| This is exactly why bitches end up dead RT @CASHKILLEM: Told him to stop fucking with me , I hope it rain bitch. http://t.co/2fuxRzeVTp | Mixed | Abusive | User Added |
| This is better than flappy bird.😍😍 #FallOutBird http://t.co/CHVzWTvltG | Mixed | Safe | User Added |
| This is a sexy tweet. RT @Yankees: With a 6-0 lead, #Yankees turn to Matt Thornton to finish off the Red Sox in the 9th. | Mixed | Safe | User Added |
| This is a long yellow for a bunch of track sweeping. Not a ton have taken opportunities to pit. #IndyCar #GoProGrandPrix | Mixed | Safe | User Added |
| This is Marco's lotion, and he got mad that I told him that he smells like a bitch http://t.co/e0cnF1nWSI | Mixed | Abusive | User Added |
| This is EXACTLY why I don't tell this bitch SHIT ! | Mixed | Abusive | User Added |
| This ignorant bitch on msnbc said police have no training on their weapons. SMH | Mixed | Abusive | User Added |
| This how most of yall side hoes gone look on valentines day!! Lol http://t.co/SJmjiysthI | Mixed | Abusive | User Added |
| This hot chocolate and Famous Amos too bomb right now | Mixed | Safe | User Added |
| This hot ass black girl from twitter goes to WOHS lol. That's cray. I thought she was some alias ass bitch from miles away | Mixed | Abusive | User Added |
| This hoe taken by the world smh | 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