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
You’re a bitch RT @FuckingPatBro: Ain’t seen y’all lose that bad since… RT @Thotcho: At work slitting my wrists currently. Thanks tom brady Mixed Abusive User Added
You you can't get no money silly hoe Mixed Abusive User Added
You workout, tweet, Instagram, tweet, text some hoes, xbox, fall asleep these young boys ain't gotta clue what grinding is Mixed Abusive User Added
You working today faggot? @Pipe_Tyson Mixed Abusive User Added
You will never get a 💍💎 if you don't know how to cook 🍗🍖🍝🍤🍛🍕 for ya man fr atleast not from a nigga like me. Slackin ass bitches Mixed Abusive User Added
You was nothing but a dirty whore!!! Fuck you bitch Mixed Abusive User Added
You was never with me if you let what another bitch say change your actions towards me 👐 Mixed Abusive User Added
You want thingamabobs? I got twenty bitch Mixed Abusive User Added
You want me on the couch playing video games where you can see me or out with my friends with other pussy in reach, bae? Mixed Abusive User Added
You want a smart educated dumb bitch you can date. #Lol #drunktalk Mixed Abusive User Added
You wanna watch the game she wanna watch #scandal but yo bitch ass didn't buy her another tv so you gotta take da L Mixed Abusive User Added
You wanna know some crazy shit? Without the sunshine, you could find a SHADY bitch! Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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