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
Harvard got the worst hoes cheerleading in America Mixed Abusive User Added
Harry must thincc I'm the bitch he can fall Bacc on ah sum 😂😭 Boi BYEEEEE 👋✋✌️ Mixed Abusive User Added
Harlem World trash? Interesting. Mixed Safe User Added
Hardly ever sober bitch I party till it's over. Mixed Abusive User Added
Happy this nigga nick old I only like red bones ass is watching this. Mixed Abusive User Added
Happy hangover #Bloomington #btown #iubb #IU #Indiana #hoosierdaddy #HoosierNation #hoosiers the resurrection is now complete. #ncaa #big10 Mixed Safe User Added
Happy first day of college nigger @MorbidMermaid Mixed Hate Speech User Added
Happy birthday to this coon ass nigga buckcity @ThatLatsonKidd Mixed Hate Speech User Added
Happy birthday to the biggest retard out there. Youre my favorite retard though @jennahnorberg happy birthday nigs Mixed Abusive User Added
Happy birthday to my pops. Old negro spiritual is 64 today lol Mixed Safe User Added
Happy birthday to my bitch. @PaaullyM I had to tow is botch ass car... Love you cuz Mixed Abusive User Added
Happy birthday to literally the craziest bitch I know @jdellasperanza I'm so happy I'm related to u 😜 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