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
As soon as we left Iraq all these towel heads think they can fucking barge in and take over what we worked so hard to set up. Pisses me off. Mixed Hate Speech User Added
As soon as bitches get on a come up you got that one bitch that CANT Wait to tell ppl your downfall before the come up 😐😐. #Haters Mixed Abusive User Added
As soon as a bitch think shit sweet.... Give em wat they been asking for! Mixed Abusive User Added
As soon as a Democrat gets a chance to ? the political hack #foxnews goes to commercial then back with Bolton LMAO #teabaggers #benghazi Mixed Safe User Added
As of today im cutting muthafuckas off bitches/niggas that never show love or just temporary people iont need um Mixed Abusive User Added
As long as you gon feed me pussy when I get the munchies 🙊 Mixed Abusive User Added
As if it WASNT gon get Bacc to me 😂😭 bitch your outta your fuccing mind Mixed Abusive User Added
As good as Percy Harvin and Peyton on the same team sound… That’s so retarded lmao Mixed Abusive User Added
As always Eli has the stupid hick hayseed look on his face Giants fans kill yaselves it's gonna be a… http://t.co/JcYZzMKCfu Mixed Hate Speech User Added
As a man ... I feel like you a bitch if you living off a female . Havin her buy all yo shit fucc that never be dependent on someone Mixed Abusive User Added
As a girlfriend, you gotta accept the fact hoes gone be all up in his face. But as a boyfriend, he better let them hoes know wassup. Mixed Abusive User Added
As a girlfriend I'm NEVER getting close to my boyfriend friends , cause they can be telling me one thing , and telling these hoes another. 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