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
My nicca Tip can't act for shit in #Takers Mixed Abusive User Added
My nicca Drake gear game is all bad lol Mixed Safe User Added
My nicca @Elijahfnbaby swear he can see me in madden lol Mixed Safe User Added
My new bitch finer than a mf but I don't understand shit she say 🙉 Mixed Abusive User Added
My new bitch eat a dick like a bratwurst Mixed Abusive User Added
My nephew keeps tryna kiss me and I'm like bitch you got zero followers, dismiss yourself. Mixed Abusive User Added
My nephew albino albinos have astigmatisms eye spasms partial blindness its not their faults Mixed Safe User Added
My neighbors hate me cuz i smoke weed and blast the most ghetto music from my room. Mixed Abusive User Added
My neighbors be sick when i wake um up to all this nigger music ctfu Mixed Hate Speech User Added
My neice getting so big ... She ready to punch on sum bitches lol http://t.co/lRyDtD5MQb Mixed Abusive User Added
My name is Bryanna you can find me at @1bree_bree, I'm the baddest bitch you'll meet, because everybody wants to be me😂😂😂✌️✌️ Mixed Abusive User Added
My mother even bitched his bitch ass ctfu 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