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
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @LetMeLive305 But let a n*gga ask a chick to give him some money.. How yall hoes say it #SWERVE + That's how you make her stay or leave. | Mixed | Abusive | User Added |
| RT @LessonswithKate: you got hoes, I got niggas. | Mixed | Abusive | User Added |
| RT @Leslieeeixta: Bdubs is packed with beaners 😭😂 | Mixed | Hate Speech | User Added |
| RT @LesaMonroe: You bitches are grade A weird. | Mixed | Abusive | User Added |
| RT @LesaMonroe: Fellas, guess what.. We don't like to be asked why were looking mean. It's called "Resting bitch face." WE JUST LOOK THIS W… | Mixed | Abusive | User Added |
| RT @LeoGarris: Y'all save hoes, I'd ratha save paper. 💯 | Mixed | Abusive | User Added |
| RT @LeezyTheWarrior: Can't be letting them messy hoes mess with yo business... | Mixed | Abusive | User Added |
| RT @LeezusLeeko: yo bitch don't avoid me he wanna spoil me 😅 http://t.co/gpcYv2jYRy | Mixed | Abusive | User Added |
| RT @LeezusLeeko: Baddest bitch didn't win Queen. Fuck the mexicans. I'll buy yo house. http://t.co/VytCij5S3V | Mixed | Abusive | User Added |
| RT @LeeniePunkin: Man fuck flappy bird http://t.co/QKk26wYVfC | Mixed | Abusive | User Added |
| RT @Leelucas_: @100046729 man bitch you then fucked up. I'll burn yall house down again hoe 😂. That's why bumble bee your real grandma hoe | Mixed | Abusive | User Added |
| RT @Leary_Alneze: it's all fun and games until I have to slap 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