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

25504 Records
Phrase Text Dialect Category Label Source
That ass so perfect we can't help it RT @miavenise: y'all diss hoes but praise nicki minaj everyday. I don't understand niggas man Mixed Abusive User Added
That ass got a niggah hypnotized Mixed Abusive User Added
That annoying moment when you have to keep removing your headphones because someone keeps talking to you.. Like move, bitch.. Mixed Abusive User Added
That Principal shld be ashamed 'Look at these poor colored kids who WE made smart' They are not your props. #disgusted #morningjoe Mixed Safe User Added
That Larry the cucumber tweet is funny af.. But it's a bit much to RT you young bitches might cry😂😂😂 Mixed Abusive User Added
That 'Ouija' movie look like trash Mixed Safe User Added
Thas my bitch too Mixed Abusive User Added
Thanksgiving with some #fam #Shaylay ignore the chink eyes http://t.co/uyVc2QDG Mixed Abusive User Added
Thanksgiving early hoe http://t.co/A29MLLX62B Mixed Abusive User Added
Thanksgiving break bitches! Mixed Abusive User Added
Thanks to my nigga coco I smell good then a hoe haha finna pull allllllll the hoes, come smell a nigga 😏😎 Mixed Abusive User Added
Thanks to @JoMousley80 cracker tweets today, my pilchards on Krackerwheat are repeating on me like a typical night on the #BBC :-/ 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