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 |
|---|---|---|---|
| RT @fukkitsbrittney: @AustinBedsaul is so wise yet so young. Thank you for listening to me bitch ❤️ | Mixed | Abusive | User Added |
| RT @fuhnance: rule #8- do pussy ass shit sometimes. like write her love notes. write long paragraphs about how you've never felt this way b… | Mixed | Abusive | User Added |
| RT @fucktheseHOES__: Hate a bitch that run her mouth . | Mixed | Abusive | User Added |
| RT @froxgawd: tf is a baby goal? bitch u gone have what you gone have. RT @missloloko: Baby goals 😍😍😍😍👌💯 http://t.co/bwldJEx8Qg | Mixed | Abusive | User Added |
| RT @from_Hadria: When you listening to a bitch complaining about a nigga that ain’t even hers. http://t.co/Z09qLImXGE | Mixed | Abusive | User Added |
| RT @freexvidi: fake ass bitches bruh LOL 😩 | Mixed | Abusive | User Added |
| RT @freckle_juice: if a "man" tells you he doesn't eat pussy &expects to have sex, just laugh. laugh as u put your clothes on, laugh as u g… | Mixed | Abusive | User Added |
| RT @frankthetank215: There might be a couple cotton pickers on the spurs but they all play unselfish white man basketball | Mixed | Hate Speech | User Added |
| RT @frankieboyle: You can ask yourself if you trust Clegg, Cameron and Miliband, or you can vote Yes and never think about the cunts ever a… | Mixed | Abusive | User Added |
| RT @foodbibIe: Oreo Cheesecake http://t.co/yW299XjzB2 | Mixed | Safe | User Added |
| RT @foodbibIe: Oreo Cheesecake Bars http://t.co/RT27crIqZj | Mixed | Safe | User Added |
| RT @flygurlWilliams: If yo bitch only fucking with you bcuz of your money chances are any nigga with some money can fuck her?😳 | 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