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 |
|---|---|---|---|
| Chaber Books: BRAGADAYJAH 315 http://t.co/qTr6lzCsdj: Further restrictions on eating certain insects and birds | Mixed | Safe | User Added |
| Chaber Books: BRAGADAYJAH 24 http://t.co/bTMLYNNKZp: Nimrod the Cushite, first king of the earth. See Bragadayjah 24 | Mixed | Safe | User Added |
| Celtic means white trash. If someone says they're Celtic, it means they're white trash. | Mixed | Hate Speech | User Added |
| Celebrities teeth really be white as shit. I mean don't get me wrong my shit aint yellow by far but I need whatever toothpaste they be using | Mixed | Abusive | User Added |
| Celebratin while you hatin bitch. | Mixed | Abusive | User Added |
| Ceasefire?Let's see how long those towel heads can go without trying to attack Israel then cry to national media when they get popped again | Mixed | Hate Speech | User Added |
| Cay said "well bitch I THOT you was on house arrest so you ain't walking NO WHERE!" 😂😭😂OMG I hate her | Mixed | Abusive | User Added |
| Cay got her whole lit new clicc from her school & be on that bitch shit too me like ? Okay but anyways WE still DEM GIRLZ | Mixed | Abusive | User Added |
| Cavs trash too | Mixed | Safe | User Added |
| Cause you know.. Y'all hoes play entirely too much. | Mixed | Abusive | User Added |
| Cause bitch. I rather eat pussy then get mine ate. | Mixed | Abusive | User Added |
| Cause LSU trash RT @BreesInDaCut: Why they doin the College Playoff ranking shit so early? | 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