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 @silent_musings: Over-thinking can and will fuck up the simplest things. Lighten up bitches. | Mixed | Abusive | User Added |
| RT @silent_musings: Happy Monday bitches. Just wanted you to know, "yes you can" Don't ever fucking forget how amazing and strong you are. | Mixed | Abusive | User Added |
| RT @sidneeyrosee: fuckin skyler white is such a bitch | Mixed | Abusive | User Added |
| RT @sickipedia: I drove my daughter's guinea pig to the vet's this morning. I'm quite handy with my new Callaway golf clubs. #sickipedia | Mixed | Safe | User Added |
| RT @shoulder_LEEN: “@intentions_: New York bitches be like #ThatNYCshit #bitchesbelike #newyorkGirlsbelike #hoodbitches LMFAOO😂😂 😂 https:/… | Mixed | Abusive | User Added |
| RT @shonni__: My momma talm bout 'these kids party more than their parents ' 😒 TF duh, why would you think it's ok for you to pussy pop at … | Mixed | Abusive | User Added |
| RT @shitballshonkey: I watched my followers drop like flies when they started seeing shit that made them upset lol take salt bitch | Mixed | Abusive | User Added |
| RT @shikeattike: When the neighborhood freak throw you some pussy and you don't catch it http://t.co/koLoObmVfa | Mixed | Abusive | User Added |
| RT @shikeattike: Pussy niggas don't get no pussy nigga | Mixed | Abusive | User Added |
| RT @shikeattike: Nah bitch you ain't just gone go off on me and just want me back 5 minutes later. I'm playing 2k until further notice | Mixed | Abusive | User Added |
| RT @shikeattike: I hate a bitch that constantly call herself ugly. That shit is so annoying man | Mixed | Abusive | User Added |
| RT @shelbieperdue: Instagram needs to stop being a bitch! | 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