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
I'm really not a complete bitch, just socially handicapped 🙋 Mixed Abusive User Added
I'm really nice 😭 but a bitch at times Mixed Abusive User Added
I'm ready to cry I'm so mad, like me & this bitch gon have to fight. Mixed Abusive User Added
I'm ready to bounce out dis bitch -.- Mixed Abusive User Added
I'm pussy whipping these hoes Mixed Abusive User Added
I'm pussy I'm not about this internet life 😭😔. Mixed Abusive User Added
I'm pretty sure the dmv won't let me take a new pic, but a bitch might accidentally lose my license again where they have to take a new pic Mixed Abusive User Added
I'm pretty sure I've never sat in the friend zone waiting for pussy. You gotta put your dick on the table and see what happens Mixed Abusive User Added
I'm pissed off bitches on my dick but shit my dick soft CAUSE THE WAY YOU CARRY YOURSELF GOT ME TICKED OFF I ain't tryin to be Rick Ross... Mixed Abusive User Added
I'm out this bitch Mixed Abusive User Added
I'm out "@VandalSavage_: Slipping mollies in the Jell-O RT @80sbaby4life: Cosby out here fucking bitches with pudding pops lmao" Mixed Abusive User Added
I'm organizing a cease fire between bald headed bitches and weave ! 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