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
@2sassymom so glad you did this! I'm still trying to figure out emoticons on this damn Motorola to give that bitch the finger. Mixed Abusive User Added
@2ManyLouboutins @moneydriven stfu hoe and fucking answer me before I smack the shit outta you and your faggot aunt. Mixed Abusive User Added
@2LEGIT4that go be cunt somewhere else Mixed Abusive User Added
@2LEGIT4that Lmao ✋ Excuse me bitch?I am not Soundcloud Mixed Abusive User Added
@2ANow She looks like a plastic monkey doll! Mixed Safe User Added
@253hippy Bc she's a cunt hoe bag Mixed Abusive User Added
@22duces20 haha still a little bitch though 😅 Mixed Abusive User Added
@21Cvasquez little bitch your ass is getting tased when I get home Mixed Abusive User Added
@2014samanthaKay good enough fag Mixed Hate Speech User Added
@1usagrunt. I wonder what Charlie Brown would have to say about these days. Mixed Safe User Added
@1stBlock_Rody yu ah hoe Mixed Abusive User Added
@1stBlock_Rody pussy 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