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
Omg I hate this bitches fucking laugh.. shut the fuck upppp! Mixed Abusive User Added
Omg Dot "I'm sure that's not all you give away for free" bitch!! 💀 Mixed Abusive User Added
Omg 9 more days !! In exactly a week I'll be in Vegas bitches !!! #edclv http://t.co/Q1uhZepIyW Mixed Abusive User Added
Omfg. The crazy bitch is here😭🙈 Mixed Abusive User Added
Omfg this tattoo hurts like a bitch #Painful Mixed Abusive User Added
Omfg I'm about to murk a bitch all I see is red dude Mixed Abusive User Added
Omer Asik so trash on the offensive side of the floor dude real life murky doo doo water Mixed Safe User Added
Olivia's pussy so good that he got Jake to sip tea with the enemy. O.P. is the baddest bitch. #ScandalABC Mixed Abusive User Added
Ole girl really told me she doesn't care if her boyfriend has hoes. This is what's wrong with our generation. Mixed Abusive User Added
Older black guy at factory "I know none of these coons i work with tipped so here's $15." He was right too 😂😂😂 Mixed Abusive User Added
Old lady went to pay and reached all the way over my plate. Hate eating on bar countertops. Stupid white bitch. Mixed Abusive User Added
Old hoes get mad when you don't show them the attention they want. 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