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 wonder if that Latino strategy is working?@TPM: GOPer doubles down on "wetbacks" but backpedals on "shoot on sight" http://t.co/QwlPxxsUIb Mixed Hate Speech User Added
I wonder if Philly fans aren't aware that they are complete cunts, or they ARE aware, but are just ok with it. Mixed Abusive User Added
I wonder how many Yankee fans are hurt that Derek Jeter is out until after the all star break lmao 😂 Mixed Safe User Added
I won't trust a bitch 🙅 Mixed Abusive User Added
I won't say how many bitches I fucked but i might say how many 100s I touched 💲💲💲 Mixed Abusive User Added
I won't do nothin with the bitch she can't even get me hard Mixed Abusive User Added
I woke up in a bed full of bitches that I ain't even fuckin Mixed Abusive User Added
I woke up in a bed full of bitches that I ain't eeeen fuckin Mixed Abusive User Added
I woke up and she was already pregnant, fuck dat bitch 😂 Mixed Abusive User Added
I wnna go to ihop bitch Mixed Abusive User Added
I witnessed Ace hoe soo many niggas at the gardens growing up 😂😂😂 I'm talking strong armed hoein too 💪 Mixed Abusive User Added
I wish, I wish, I wish, I wish, I wish, I wish a bitch would.. Cept she already did, gonna have to handle this 😊 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