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 miss Britt god damn bitch real nigga over here baby 💁😎🙌🙅💯👏🙈 Mixed Abusive User Added
I might freak the bitch, but dont need the bitch👐 Mixed Abusive User Added
I meant bitch niggas Mixed Abusive User Added
I mean...If you blow a foul there, it has to be a yellow in that situation no? Mixed Safe User Added
I mean. I guess I start using this again, since faggot Facebook blocked me for saying mean things to lady gaga Mixed Abusive User Added
I mean we can get married. As long we can sign a prenuptial agreement. It's 2014 bitch. Mixed Abusive User Added
I mean most ppl confuse when to use "to" and "too", this nicca used the word "two" when he should've used "to" 😒 Mixed Safe User Added
I mean if she a cunt, then she a cunt. It happens. Mixed Abusive User Added
I mean if a bitch whilin out, she gone get knocked tf out Mixed Abusive User Added
I mean I like to get nasty but tooting my ass up in a bitch face ain't in my freaky zone Mixed Abusive User Added
I may or may not have at least 4 FOB related tattoos already planned out. Mixed Safe User Added
I masturbated into the lingerie catalog out of spite. how dare she throw it in the trash before I get to look at it! 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