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
@BarnabyEdwards @Bsilverstrim77 "Dear Daily Mail, you misogynist pile of twats!" https://t.co/rUYeOnusSt Mixed Abusive User Added
@Barbod6FCB. Wigga wigga wigga wigga wigga Mixed Abusive User Added
@Barbod6FCB. U lame then a bitch get the fuck with that gay shit Mixed Abusive User Added
@Barbod6FCB oh really and that's word where u be at then I wanna see what bout then, I don't wanna hear what u gonna do I want see it bitch Mixed Abusive User Added
@Barbod6FCB Am not gonna shut shit up bitch but u can get yo punk ass out there hoe ass nigga Mixed Abusive User Added
@Barbod6FCB @_cblaze @ODDBEAST cracker jack shut the fuck up Mixed Hate Speech User Added
@BarbieNixon a moment of silence for the bitch who changes her name everyday ..:-) Mixed Abusive User Added
@BarbaraF321 @ThirtyBirdy wow and there are white people and there are crackers. Guess which one u are. Mixed Abusive User Added
@BarackObama make weed legal you pussy you know you smoke that shit Mixed Abusive User Added
@BarackObama l voted and supported u and u pulled the rug out from under us, a nation and worse, cuz were not in "your circle" were trash. Mixed Safe User Added
@BarackObama glad you brought that kid home, but he fucked up and should face the UCMJ. don't care about Taliban pussies really. Mixed Abusive User Added
@BarackObama Biden was a winner last night? Yea right like Charlie Sheen Really was a a winner too.... #winning lol 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