Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
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Chibemba
🇿🇲
Chinyanja
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Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @CloutGod: Horrible rapper #1 Tyga - Most trash rapper ever "She want a yellow nigga, corn on the cob" I smacked my mom when I heard him… | Mixed | Hate Speech | User Added |
| RT @Cloudy_goldrush: #In2014 ladies please start being grown women. All These "bad bitches" gotta grow up. | Mixed | Abusive | User Added |
| RT @CloudProjection: Females are more thirsty for attention than males are for pussy. | Mixed | Abusive | User Added |
| RT @ClintSwiftness: I hate bees man. They be like "Buzz buzz bitch" and I'm like "Nah man I ain't done shit to you" | Mixed | Abusive | User Added |
| RT @ClintSwiftness: @00sexilexi00 you is a bitch ass nigguh | Mixed | Abusive | User Added |
| RT @ClintSwiftness: “@GodHimseIf: Is that fire works 💥 or pussy poppin” @00sexilexi00 nigga wtf sounds like something you'd say | Mixed | Abusive | User Added |
| RT @Cliftonsings: Oi @Klitschko ya big boring cunt, Kubrats a comin'... http://t.co/mg2Sre0Jr8 | Mixed | Abusive | User Added |
| RT @ClicquotSuave: what does the fox say bitch? | Mixed | Abusive | User Added |
| RT @ClicquotSuave: we were at the party last night and P goes..."bro this nigg got on chucks just chillin and dancing w/ all the bitches"..… | Mixed | Abusive | User Added |
| RT @ClicquotSuave: nigg complaining about a journal and bitches half naked | Mixed | Abusive | User Added |
| RT @ClicquotSuave: i luv when pussy smell like refurbished iphone 3 | Mixed | Abusive | User Added |
| RT @ClicquotSuave: drop that pussy bitchhhhhhh | 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