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 @SnipesJr_: Don't fall out wit yo niggas over hoes.. | Mixed | Abusive | User Added |
| RT @SnipersInPeril: @ShinSnipes happy birthday my little cotton picker | Mixed | Hate Speech | User Added |
| RT @SneakerPics23: Oreo 6's http://t.co/Jx9DD9oahY | Mixed | Safe | User Added |
| RT @SneakerHeadSean: So y'all niggas really love these hoes with nigga qualities huh...she roll the blunt better than you and she wifey now… | Mixed | Abusive | User Added |
| RT @Sneakbo: Man like @Stormzy1 doing Hella things 💯💯💯🙌 I gotta take my hat off to that nig! | Mixed | Abusive | User Added |
| RT @SnapBackTC: wake me up when da bitches get here | Mixed | Abusive | User Added |
| RT @Smug_Lemur: He loves me *eats a brownie* He loves me not *eats a brownie* | Mixed | Safe | User Added |
| RT @Smooth_Orator: Slander don't exist when you make her cum. Every bad thing she says doesn't register, cuz you got the pussy. | Mixed | Abusive | User Added |
| RT @Smooth_Orator: For niggas who claim to love pussy as much as y'all do, y'all should be champions for sexual liberation and stigma remov… | Mixed | Abusive | User Added |
| RT @Smokinonkaya_: She said I hurt her feelings now she dating dykes.. | Mixed | Abusive | User Added |
| RT @SmokedOutQuille: bitches say "or nah" with everything I'm cute 💁 or nah? chillin wit my bro ; suck his dick or nah? 🍆👅💦 tracks showin o… | Mixed | Abusive | User Added |
| RT @Smith_Wessern: Some hoes live jus to hit the clubs every weekend .. 😴👐 | 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