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 |
|---|---|---|---|
| You got niggas and I got bitches | Mixed | Abusive | User Added |
| You got my name In your mouth but I got your bitch on my dick 🙊 | Mixed | Abusive | User Added |
| You got me faggot | Mixed | Hate Speech | User Added |
| You got hoes really out there titty twerkin 🙈🙈🙈 https://t.co/1Cc7GU4e7O | Mixed | Abusive | User Added |
| You got dykes, I got the Vic's | Mixed | Abusive | User Added |
| You got 15k followers n the same bed sheets from last month .. These bitches be confrused ( @YoGottiKOM ) voice | Mixed | Abusive | User Added |
| You giving me head tonight or nah ? — I'll shoot your fucking pussy hoe http://t.co/yvBJuNoTXE | Mixed | Abusive | User Added |
| You girls needa stop with the edits. Damn near got catfished a week or two ago and the bitch keeps findin her way back😒😤💥🔫😩 | Mixed | Abusive | User Added |
| You girls got no job, no college set up to have a better future, then get mad when a nigga leave you cause all you got is pussy | Mixed | Abusive | User Added |
| You girls be 13 talking about "I hate sleeping alone" .. Well bitch you better buy a damn teddy bear. | Mixed | Abusive | User Added |
| You fucking fag “@baethingape: this is exactly what i am talking about women are pigs http://t.co/oKR3seYFBJ” | Mixed | Hate Speech | User Added |
| You fuck up , I try to be nice. I fuck up , you go ape shit and stay mad. Wtf haha | 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