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 @KaOs_GunnPlay: Ps4=a big booty hoe with tig ol bitties Xbox one=pancake booty hoe with pancake tits | Mixed | Abusive | User Added |
| RT @KY_Chelley: Gemma you sure are a dirty bitch! Jax your dad tried to warn you! #SonsOfAnarchy | Mixed | Abusive | User Added |
| RT @KYHoopsBuzz: Latest DraftExpress mock draft has Randle #3, Cauley-Stein #9, Young #14, Poythress #37. Harrison twins & Dakari Johnson a… | Mixed | Safe | User Added |
| RT @KOEDJ: I can't stand a stuck up bitch. Always got a attitude for no reason. I don't know who hurt y'all but stay TF from round me 😒✌️ | Mixed | Abusive | User Added |
| RT @KNegandhiESPN: That Peppers slant was a genius/crazy call. Genius if he catches it. Crazy if he drops it, then blow a TO, then get sack… | Mixed | Safe | User Added |
| RT @KMURDER1000: How am i suppose to ride for you👫 ? and you got bitches ina back seat 👭👯🙅 | Mixed | Abusive | User Added |
| RT @KMOquality: Scholen waar directie leerkrachten pest, kunt u zich voorstellen hoe groot pestproblematiek onder leerlingen wel moet zijn?… | Mixed | Safe | User Added |
| RT @KINGof334MOBB: Skinny girls pussy be good den a mf u don't feel nothing but pussy. + 100 points on the board for skinny girls. | Mixed | Abusive | User Added |
| RT @KINGof334MOBB: Don't tell your side bitch your family business that's none of their business. | Mixed | Abusive | User Added |
| RT @KINGTUNCHI_: You bitches ain't a #100 | Mixed | Abusive | User Added |
| RT @KINGTUNCHI_: These bitches play both sides but get left in the middle! | Mixed | Abusive | User Added |
| RT @KINGTUNCHI_: Them same hoes that was fucking my Dick turn on me lol fuckem tho! | 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