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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| he was actually crying bitch 😂 | Mixed | Abusive | User Added |
| he said it's a black bitch 😱😨😕 | Mixed | Abusive | User Added |
| he not gay? no he just fuck with busted basic bitches lol | Mixed | Abusive | User Added |
| he had a song called "Hit u from the back" with the iconic lines "There they go! a big ole pack of pretty bitches..." | Mixed | Abusive | User Added |
| having one of those days where a pimp wants to unfollow every bitch in a 30 mile radius on IG that won't let me beat | Mixed | Abusive | User Added |
| having a blast yesterday...she even had me on the monkey bars tryna kill myself lol! http://t.co/31g1KM56 | Mixed | Safe | User Added |
| hate when you point out truths to people, and they flip the script like you're in the wrong, bitch what ? | Mixed | Abusive | User Added |
| hate when hoes caption shit "who is she" lol shit is hella cheesy | Mixed | Abusive | User Added |
| has anyone noticed that aliens have flaws too, some of those retards have crash landed on earth? means they dont know how to drive | Mixed | Abusive | User Added |
| harm this pussy instead RT @ABC7: missing 26-yr-old USC medical student last seen Tuesday May harm himself http://t.co/evU04p6SUR | Mixed | Hate Speech | User Added |
| happy halloween bitches http://t.co/AIXvaTJqxu | Mixed | Abusive | User Added |
| happy bro, happy ho: "Happy husband key to marriage? U of C study thinks so" | http://t.co/KkNd87Mv4b http://t.co/kag0xFDd1S | 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