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 @bansky: LeBron doesn't turn 30 til december. he made 5 trips faster than kobe shaq mike or bird. he'll be back yal act like hes retirin… | Mixed | Safe | User Added |
| RT @bankheist: you're a retard @ShawnaCarr99 | Mixed | Hate Speech | User Added |
| RT @bankheist: it's always anime faggots that got some shit to say lmao, you in love with some damn cartoons lol fuckin nerds | Mixed | Abusive | User Added |
| RT @balvarezzzz: “@3phonekibagami: @balvarezzzz why you hurt my feelings” Jk 3phone you pull all the hoes wit the nice weaves | Mixed | Abusive | User Added |
| RT @ballerlifee: I took the hoe to burger king😂😂✋✋ | Mixed | Abusive | User Added |
| RT @bakedbrotatoes: *spits out animal cracker* This doesn't even taste like hippo. | Mixed | Safe | User Added |
| RT @bakedbeansbro: Throw me in trash http://t.co/GvGMJJ6vYi | Mixed | Safe | User Added |
| RT @bakedalaska: bitch took flight 😭 http://t.co/WxgTxA7SYA | Mixed | Abusive | User Added |
| RT @baeElectronica: this is genius 📝 RT @PhilthyCleo: "You fat" "Nigga so is this pussy since we statin facts" 😭 | Mixed | Abusive | User Added |
| RT @baeElectronica: bitch, bye 😂 RT @WeAre_XCI: Dawg look at this shit http://t.co/DfOsx3XKQa | Mixed | Abusive | User Added |
| RT @badnradbrad: @whattheflocka lol have u seen when ike and his kindergarten teacher start having a sexual relationship | Mixed | Safe | User Added |
| RT @badlvck: bitches < | 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