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 |
|---|---|---|---|
| I don't trust no bitch ... I dog em out | Mixed | Abusive | User Added |
| I don't talk to niccas I talk to god we can relate | Mixed | Abusive | User Added |
| I don't respect money ... Respect real niccas! | Mixed | Abusive | User Added |
| I don't put nothing pass nobody when it comes money n pussy. | Mixed | Abusive | User Added |
| I don't pity or hate #faggots. Sexual mutations are necessary side effect of #evolution. BUT PROLIFERATION at 4% is a sign #humans fucked UP | Mixed | Abusive | User Added |
| I don't own any #Onslaught on #Vinyl I may have to get one now. Their new Lp is available in army green coloured vinyl | Mixed | Safe | User Added |
| I don't owe you shit, bitch, leave me alone | Mixed | Abusive | User Added |
| I don't need no savin' I need to get fucking high and get some pussy. | Mixed | Abusive | User Added |
| I don't make music for niggas that don't get bitches | Mixed | Abusive | User Added |
| I don't love you hoes. | Mixed | Abusive | User Added |
| I don't love these bitches OR these hoes; fuck they thought? I love my MONEY! | Mixed | Abusive | User Added |
| I don't love my hoes I love a couple not all 😂😂 | 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