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 |
|---|---|---|---|
| RT @CockyBelichick: Time for the comeback pussies. #kisstherings | Mixed | Abusive | User Added |
| RT @Cocaine_Papii: If you don't make her go to sleep after y'all fucked then your pipe game trash | Mixed | Abusive | User Added |
| RT @CobeNotKobe: All hoes lie....... | Mixed | Abusive | User Added |
| RT @CoIlegefessions: "My roommate is having sex and I'm eating Oreos. It's gonna be a great year!" - Kutztown University | Mixed | Safe | User Added |
| RT @CoCoMilan18: “@Me1st_u_last: This bitch @GOTDAMNCHAT ain't got a bit of sense lmaoo!! http://t.co/tBpcQwNGqF” 😂😂😂😂😩😩😩 | Mixed | Abusive | User Added |
| RT @Clyde_FadeAll: Plz don't tell nobody, bitch I know you got a man..lol I ain't gon tell nobody! | Mixed | Abusive | User Added |
| RT @ClutchLikeMJ: You officially brought flopping to football @TheAdams_era congrats on being a pussy... https://t.co/O7bUPLYG3L 😴 | Mixed | Abusive | User Added |
| RT @ClutchLikeMJ: Tennessee isn't even orange it's like vitamin pee yellow 😩😂😂😂 | Mixed | Safe | User Added |
| RT @Cluelessnigga: Fat hoes always wanna beef with somebody, yall don't need to be around no type of beef | Mixed | Abusive | User Added |
| RT @CloydRiversPics: Ran outside mullet flowin', nips shown'. Shotgunned a cold one and yelled, "Saturday, welcome back you sexy beast. Mer… | Mixed | Safe | User Added |
| RT @CloydRivers: Some of you fellas should dress up as real men for Halloween. 'Cause you've been actin' like bitches all year long. Merica. | Mixed | Abusive | User Added |
| RT @CloydRivers: Roses are red, Camo is green. Trick or treat bitches, Happy Halloween. Merica. | 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