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 |
|---|---|---|---|
| Ain't nobody up .. TL slick dead .. Other than the females bashing niccas early dis morning lol | Mixed | Abusive | User Added |
| Ain't no pussy better than loyal pussy! | Mixed | Abusive | User Added |
| Ain't no love in the ghetto 💔 | Mixed | Safe | User Added |
| Ain't no broke bitches standing next to me😴😴 | Mixed | Abusive | User Added |
| Ain't no bitch doe | Mixed | Abusive | User Added |
| Ain't met a bitch yet that could compete. | Mixed | Abusive | User Added |
| Ain't me ain't me these pussy ass niggas ain't me ! | Mixed | Abusive | User Added |
| Ain't like them guys who wine and dine to keep they women.. My bitches only want two things, that's to get high and kick it | Mixed | Abusive | User Added |
| Ain't it a bitch when one of the people you get so excited hearing from, sends the shortest most closed-ended thing ever? Ugh let down | Mixed | Abusive | User Added |
| Ain't fuckin wit nomore hoes got who I want 🙊😴😌💏💑💯 | Mixed | Abusive | User Added |
| Ain't even fuckin wit shady bitches | Mixed | Abusive | User Added |
| Ain't been on this hoe all day haha #FWM | 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