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 |
|---|---|---|---|
| People who play #fantasygames are white trash | Mixed | Abusive | User Added |
| People who never use any hair product are unkept white trash douche bags. | Mixed | Abusive | User Added |
| People who live in #theNetherlands are unwashed trash. | Mixed | Hate Speech | User Added |
| People who grow their own vegetables are nothing but common peasant trash. | Mixed | Hate Speech | User Added |
| People who go to church in Hollywood, CA are all white trash filth. | Mixed | Hate Speech | User Added |
| People who enjoy shows like @SouthPark and @FamilyGuyonFOX are douche bags. Usually white trash, too. | Mixed | Hate Speech | User Added |
| People who don't put their blinkers on seriously just need to crash into a pole or something 😤 #moveoutmyway#bitch | Mixed | Safe | User Added |
| People who chose the country over the City are miserable trash. They deserve neither respect nor consideration. They are less than scum. | Mixed | Safe | User Added |
| People tend to bitch about coaching too much, but offensive playcalling has killed the Ags. Indefensible at this point. | Mixed | Abusive | User Added |
| People talk shit on Twitter but when they see you in person be looking. Like bitch wtf you looking at. Yes its me, yeah I'm cute.. | Mixed | Abusive | User Added |
| People on this site are fucking retarded sometimes | Mixed | Hate Speech | User Added |
| People love to touch my hair "ooo is this real?" Yes bitch is yours? | 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