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 @assholejaay: does being on my dick make any of yall hoes feel relevant ? if so , re evaluate your WHOLE life .. thanks | Mixed | Abusive | User Added |
| RT @asialacap: “@ViriDoesItt: @asialacap her face so damn flawless.. I know her pussy taste like peaches and all my life goals” lmfaooooooo | Mixed | Abusive | User Added |
| RT @ashkardash___: If you let your girl get disrespected and you don't do nothing, you should of been born a bitch cuz only bitch niggas le… | Mixed | Abusive | User Added |
| RT @asaplex: This bitch jus blew my high and I was off all of these drugssss | Mixed | Abusive | User Added |
| RT @asap_marlene: 😢 a bitch that don't like you always gone think you ugly. 😂😁😴 | Mixed | Abusive | User Added |
| RT @army_constancio: “@1ProudMahomiee: @army_constancio http://t.co/15iZirYyMj” bitches have me like.. | Mixed | Abusive | User Added |
| RT @arlingtondems: Hey Arlington Democrats! For you early birds, join us @BusboysAndPoets tomorrow. It's the Second Saturday of April. http… | Mixed | Safe | User Added |
| RT @arigold_88: You and yo bitch break up and she start "lol" at another nigga, she gone for good bruh. | Mixed | Abusive | User Added |
| RT @arigold_88: Tiny.... girl. Can't trust a bitch named Tameka no way. | Mixed | Abusive | User Added |
| RT @arigold_88: Jordan wearing bitches need to grow tf up | Mixed | Abusive | User Added |
| RT @argenivee: Its kinda pathetic how these bitches on BGC be 21+ & be acting so childish af | Mixed | Abusive | User Added |
| RT @arabellaann: “@0_FacingReality: Finna punch all these bitches in front of me” das my girl | 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