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 |
|---|---|---|---|
| All hoe money is gooooooooooood | Mixed | Abusive | User Added |
| All good things must come to an end, that's all right get 'em tomorrow #Yankees | Mixed | Safe | User Added |
| All deses bitches turnt up I'm fenna turn em down | Mixed | Abusive | User Added |
| All deses bitches know that you're my nigga. | Mixed | Abusive | User Added |
| All da white folk off twitter yet? Da colored tweet at night while y'all sleep cuz you gotta woyke tomorrow. | Mixed | Safe | User Added |
| All da lil bald headed bitches standn outside of kevin gates tryna get in 😂😂😂 | Mixed | Hate Speech | User Added |
| All d messy hoes sleep | Mixed | Abusive | User Added |
| All bitches need a bus driver uppercut a Chris brown bitch slap followed by some dancing nd Chad Johnson hea http://t.co/Teuqy9hF | Mixed | Abusive | User Added |
| All bitches do is graduate, get pregnant n become CNAs 😭😭😭😭 | Mixed | Abusive | User Added |
| All a nicca want is some Coney Island and Lous Deli tho! #DetroitNiccaInAtlantaProblems | Mixed | Abusive | User Added |
| All a nicca need is time .. #BePatient | Mixed | Abusive | User Added |
| All These hoes sooo average 😩😕 | 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