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 |
|---|---|---|---|
| A guy claiming to be Republican called C-Span news and said "Republicans hate that nigger Obama" https://t.co/XZe0u7guZM | Mixed | Hate Speech | User Added |
| A girlfriend would be cool but pussy is all they got nowadays * | Mixed | Abusive | User Added |
| A girlfriend is almost a bill lowkey. So at this point in my life where I should be gettin outta my moms crib, I'll rather just have hoes. | Mixed | Abusive | User Added |
| A girl who getting it in school and work.... I applaud you! Y'all the real bitches! Y'all doing what you do and doing it well! | Mixed | Abusive | User Added |
| A girl knows when a niggah just trynna fuck . | Mixed | Abusive | User Added |
| A ghetto girl's best bet is to find work at a call center and try to climb that corporate latter. | Mixed | Safe | User Added |
| A fuck ain't shit to these new age hoes | Mixed | Abusive | User Added |
| A fat bitch > RT @WayneL_Jr: A strong black woman > RT @Ivan_splash: Kim>Kourtney>Kendall>Khloe> Kylie | Mixed | Abusive | User Added |
| A dyke who wears strap ons can't brag to me that she beats the pussy better than me because her dildo can't cum and make her stop. | Mixed | Abusive | User Added |
| A dude with money can only impress a broke bitch. | Mixed | Abusive | User Added |
| A down bitch for a real nigga | Mixed | Abusive | User Added |
| A dick has a sad life: His hair is a mess, his family is nuts, his neighbor's an asshole, his bestfriend's a pussy, & his owner beats him.😂😂 | 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