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
Her pussy clean but she dance dirty.. Mixed Abusive User Added
Her excuse is "when I die u can have all my gold." I don't even like yellow gold anymore. I gave her all of mine. Mixed Safe User Added
Help me speed up the process of fucking your bitch..feel me? Mixed Abusive User Added
Hello, and to them bitches!!!!! "@WitHaPrettyface: I just want him to keep them lies to his self..😌👐" Mixed Abusive User Added
Hello new followers. I am anime loving nigger who is too poor to afford a laptop, resulting in being a mw3 theater player for Darth. Mixed Abusive User Added
Hello October, you irrelevant bitch you no worries November coming 👌 Mixed Abusive User Added
Hello American people, my name is Eric Cantor and I am a lying piece of bird poo http://t.co/qJyuw4ox0O Mixed Safe User Added
Hella just ordered me some beanies Mixed Safe User Added
Hella hoes Mixed Abusive User Added
Hell yuhh they hit haha s/o ma nigga, gmula! Cheweing one takes a chug, then sniffey Mixed Abusive User Added
Hell yeah that bitch gon' go ham Mixed Abusive User Added
Hell naw we don't fuck wit no phonies you can tell yo bitch we some young rich homies! 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