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
@ZaneIsClasker the fuck r u talking about I told u once and am going to tell u against nigga I love white bitch gtf bro Mixed Hate Speech User Added
@ZaneIsClasker Photoshop putting my head on fags is not proof. Mixed Abusive User Added
@ZaneIsClasker @garrett_winker no I like pussy why would I be ashamed of that Mixed Abusive User Added
@ZakSitton lol cracker Mixed Abusive User Added
@Zach_Thein you pussy Mixed Abusive User Added
@Zach_Dorsey thirsty hoe Mixed Abusive User Added
@ZachIrving I called people kikes and a lot of fucks Mixed Abusive User Added
@ZachFulton72 they got some cold white hoes in Knoxville tho don't they? right there on the strip? Boaaa Mixed Abusive User Added
@Z_M_G_ thirsty hoes 💁 Mixed Abusive User Added
@Z_M_G_ 😂😂😂😂😂 wow. I love how you called yourself a slut, but no really. You wouldn't ever cheat on a girl, bitches are so dumb. Mixed Abusive User Added
@Z_MEGA fasho fasho .. Hurry ya ass up nicca Mixed Abusive User Added
@ZRexxx @SlowDollaz we take your bitch then recieve head from your mom 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