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
Ain't been on this hoe all day Mixed Abusive User Added
Ahmed's moms bomb pussy>>> Mixed Abusive User Added
Ahhhh but now I'm fuckin all you niqqa's hoes 😏👌👅💦 Mixed Abusive User Added
Ahhh fuck it let's go 405 rows for the hoes http://t.co/EWuIN0Jt3y Mixed Abusive User Added
Aghh! I took my 15minute break to relax for a bit, not to here this bitch yell&complain! 😒 Mixed Abusive User Added
After you get good pussy you be feelin like you just found the last dragon ball.. Mixed Abusive User Added
After watching the desolation of smaug I have come to the conclusion that bilbo made all other hobbits look like bitches in LOTR. Mixed Abusive User Added
After tonight&& many more nights to come!! I will show you what a cold hearted bitch can do!!! #donefeedup #solo Mixed Abusive User Added
After the leg workout I was put through today walking up the stairs is a straight up bitch! #ouch Mixed Abusive User Added
After seeing Kansas play Duke a couple weeks ago, I could tell you I'm surprised that Charlie Weis has been let go...but I'm not. Mixed Safe User Added
After a fight in the club in New Orleans them bitches start jumping Mixed Abusive User Added
After Kuroda gave it his all putting up career numbers but getting no run support, the Yankees don't deserve to get into the World Series Mixed Safe 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