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 |
|---|---|---|---|
| Won't step dad me hoe. Lol | Mixed | Abusive | User Added |
| Won't catch me sneak dissing, thats fo the birds. | Mixed | Safe | User Added |
| Women who are feminist are the ugly bitches who cant find a man for themselves | Mixed | Hate Speech | User Added |
| Women want a Best Man Holiday type of nigga meanwhile you have mad THOT pics on ya gram talking about "this could be us" bitch die | Mixed | Abusive | User Added |
| Women use niggas all the time for monetary purposes and gain, if a bitch wanna buy me some sneakers I ain't turning shit down. | Mixed | Abusive | User Added |
| Women stay bragging about their mans penis and wonder why your friend fucked him....smh ....silly, silly hoe. | Mixed | Abusive | User Added |
| Women can't do something called live life.Apparently that's being a hoe. | Mixed | Abusive | User Added |
| Woman have staring problems just as much as men..Talking all this mumbo jumbo about men..I just give them retarded faces or ignore them.. | Mixed | Abusive | User Added |
| Woman busting her ass to please you and you treat her like shit cuz you a immature ass lil boy. Yeah fuck all you hoe ass niggas. | Mixed | Abusive | User Added |
| Woke up the next morning like "why in THEE FUCK did i donate my cheese to these skank hoes" 😔 | Mixed | Abusive | User Added |
| Woke up feeling like a bitch. Gonna stop acting like a bitch over some weak shit and focus on myself now. Its me time bruh | Mixed | Abusive | User Added |
| Woke up dis morning pockets filled with Xtra pros might slide thru double O tonight n bless the hoes! -- #Peezy | 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