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
@litigiousmind I skipped the running. And am eating chips. And brownies. Mixed Safe User Added
@lilylovescamel @auroraabartlett I like that your room isn't a big sloppy mess like most of these Twitter hoes Mixed Abusive User Added
@lilthickgawdess salty pussy Mixed Abusive User Added
@lilmenifee__ ohh bitch i gotta go fck with my girl my second lil family frfr Mixed Abusive User Added
@lilmenifee__ ah Lil bit bitch 😎😏😂👌 Mixed Abusive User Added
@lilmenifee__ 😂😂😂😂😂 yeah I read yo shit to fast bitch Mixed Abusive User Added
@lillivonschtupp @13Damage @BrazenModels I don't likes dat magazine. All da black folk look like dey one chromeasome away from da ape Mixed Hate Speech User Added
@lilimaeee nigger Mixed Abusive User Added
@lil_TR1LL can't wait 2 see my bitch tmrw #gatsby #l00py Mixed Abusive User Added
@lifeof_brandon text me bitch Mixed Abusive User Added
@lifeof_brandon bitch you need to bring your ass to fucking practice. Mixed Abusive User Added
@lifeof_brandon bitch I called yu back 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