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 @Unt_Unnnnn: Moment of truth, these hoes the truth | Mixed | Abusive | User Added |
| RT @Unorthodex: Nah I hate white people now since he looks like a dyke RT @ElBasedParko: I think he just ended racism http://t.co/VgjYHn4bvt | Mixed | Hate Speech | User Added |
| RT @Unnforgivable: Listen, cunt: Today ain’t yo day | Mixed | Abusive | User Added |
| RT @UnnagroundKing: RT @JoshHelaku: I don't care who Kendrick made that song for it's still trash | Mixed | Safe | User Added |
| RT @UniquelyTierra_: “@vintage_monroe_: “@dewayneee_: That pussy so wet she gotta dry outside”stop telling my business”😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| RT @UniiQueMariee: There's only ONE bae at the end of the day. 🙈💯💕😻 Cause she ride for me unlike you other bitches. | Mixed | Abusive | User Added |
| RT @UnicornCowboy: @UglyNi99ah pepsi and cheerios smashin on these hoes got me blue in the taco bae thinks of me flaco errybody frontin jus… | Mixed | Abusive | User Added |
| RT @Underchilde: *Goes into monkey bar to meet swingers* | Mixed | Safe | User Added |
| RT @UncleBlazer: Yo mama so ghetto she uses cigarette butts as q-tips | Mixed | Safe | User Added |
| RT @UnbearableTier_: I need my pussy ate now ! | Mixed | Abusive | User Added |
| RT @UnapologetiicB: What's it like being a cold hearted cunt? | Mixed | Abusive | User Added |
| RT @UnapologetiicB: If you've been though what I've been through you would have turned into a heartless bitch by now but I'm stronger & bet… | 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