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 |
|---|---|---|---|
| RT @_politeASSHOLE: 1) A real nigga would NEVER be hurt and crying over pussy they didn't get for two years. What kinda gay shit is that? | Mixed | Abusive | User Added |
| RT @_pgwashere: Truth B told i have -0 hoes 😂 | Mixed | Abusive | User Added |
| RT @_pascuzzo: "@Salon: Meanwhile in Texas: 19-year-old man facing 5 years to life in prison for $25 worth of pot brownies http://t.co/438F… | Mixed | Safe | User Added |
| RT @_onnaa_: "@1stBlocJeremiah: Gotta watch these hoes 👀" I Swear 👏 | Mixed | Abusive | User Added |
| RT @_naptural_: "@NoBeeetch: When you drop all your hoes for the wrong one and you gotta bring em back http://t.co/vUBKmFQyAJ" LMFAOOOOOOO | Mixed | Abusive | User Added |
| RT @_missvain: Lmfaooooo >RT @sirTurn3r: Lmaoo Thats what u got from this? RT @waddupivy: Dougie be yamming the coon all that beat boxing 😩 | Mixed | Hate Speech | User Added |
| RT @_mikaylahh: I asked @zzachbarness to get me pink bunnies one time, so he brought me yellow chicks...🐰💕 | Mixed | Safe | User Added |
| RT @_materialgurlxo: How you leave ya mans dead for a broke bitch, most these rap niggas on some hoe shit!!! | Mixed | Abusive | User Added |
| RT @_lvrking: chris brown is trash. | Mixed | Safe | User Added |
| RT @_lex_lloyd: Y'all bitches be like 16 looking 25 😩 | Mixed | Abusive | User Added |
| RT @_laddieD: These hoes sad man | Mixed | Abusive | User Added |
| RT @_kourtne: don't try nd play me, I'll hoe u harder 😂👌 | 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