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 |
|---|---|---|---|
| " you dodge a bullet " 😅 “@DaRealKha: "All da bitches I cut off pregnant or bound to be ....thank God 🙏"” | Mixed | Abusive | User Added |
| " yall niggas b cuffing hoes cause yall aint never have bitches " | Mixed | Abusive | User Added |
| " we dont trust these niggas all these bitches " | Mixed | Abusive | User Added |
| " these hoes like niggas that spend money not talk bout it " | Mixed | Abusive | User Added |
| " these bitches even worst they'll send them guys for you " | Mixed | Abusive | User Added |
| " running round here like some brand new pussy thats bout to get fucked " | Mixed | Abusive | User Added |
| " quick piece of pussy call it a drive by " | Mixed | Abusive | User Added |
| " pussy is a powerful drug " 😅 #HappyHumpDay http://t.co/R8jsymiB5b | Mixed | Abusive | User Added |
| " post a picture of that pussy get 200 likes " | Mixed | Abusive | User Added |
| " pimps up pimps up hoes down " Future voice | Mixed | Abusive | User Added |
| " nice girls bad, make me get naughty. Bad yello hoe, real nice body. Down south chick, like em real thick" http://t.co/bzRDl3kF7U | Mixed | Abusive | User Added |
| " most hated but the hoes favorite " #2MW #SevenOne # http://t.co/BMdSVMc3rC | 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