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
The world will be a better place when bitches like her dies lonely http://t.co/vj45zL1zKF Mixed Abusive User Added
The world is yours n every bitch in it Mixed Abusive User Added
The word bitch don't apply to all women but all women got a little bitch in em Mixed Abusive User Added
The willow tree in Pocohontas was my bitch at 7 years old Mixed Abusive User Added
The wife's new bitch... Her name is Ursula.. http://t.co/h07MrMAwXP Mixed Abusive User Added
The whole afternoon has been about the "deep voiced bitch" Mixed Abusive User Added
The weeknd is why bitches love dark skin fellas now. Mixed Abusive User Added
The way a Klansman would say "nigger slave" is the way the @GOP says "Conservative". They @GOP literally sees conservatives as their slaves. Mixed Abusive User Added
The way I see it.... you bitches are fake by affiliation ..! Mixed Abusive User Added
The way I fuck her, you would think I love this bitch Mixed Abusive User Added
The way Hawk Girl did Green Lantern is why I do not trust these hoes nope Mixed Abusive User Added
The value of Abu Qutada’s statement is that his credentials in Jihadi circles are impeccable. He’s facing trial on terrorism charges. 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