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
I can't watch Charlie St. Cloud because I cry like a little baby. Every. Single. Time. 😭😭😭😭 Mixed Safe User Added
I can't wait to watch the saints put their weiner right in the cowboys butts . Dallas is trash Mixed Safe User Added
I can't wait to turnup with my bitches . I miss them 😩😩 Mixed Abusive User Added
I can't wait to post the designs of my new walkout shirts, sweaters, and hats! Should have the official mock up done tomorrow. They're sexy. Mixed Safe User Added
I can't trust a bitch 💯 Mixed Abusive User Added
I can't tell you the last time I seen 2 niggaz have a fight but I see bitches fight on video daily. Mixed Abusive User Added
I can't tell if I want to fuck you or if I want to slit your throat Mixed Abusive User Added
I can't talk to anyone but you can go answer little.phone calls from your little bitches on the low in the bathroom foh Mixed Abusive User Added
I can't take you serious if you wear colored contacts. Mixed Safe User Added
I can't take you hoes serious because she everything a nigga need in a woman.. Some of y'all just look good & that's it. Mixed Abusive User Added
I can't take yo bitch if I can't see yo bitch... Mixed Abusive User Added
I can't stand to see my ex with another ugly 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