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
#xfactorau sick of guys who sing like pussies. Where are the rock type men? Mixed Abusive User Added
#wrongfilmquotes ..everytime I come in the kitchen you in the kitchen, in the goddamn refrigerator. Eatin up all the pussy Mixed Abusive User Added
#wcw bitch 😘😂 @AutumnMaye http://t.co/7n5X9FyvIP Mixed Abusive User Added
#wcw all the bad bitches 👅💦 Mixed Abusive User Added
#wallofthewasatch bitch! Mixed Abusive User Added
#vegas #bitch http://t.co/wbAqQ5vFpd Mixed Abusive User Added
#uppers loving the show this morning. Chris is directing the conversation beautifully. Make the teabaggers talk! Mixed Safe User Added
#ultimatepickupline bitch get naked. Works 10 times out of 10 if she's drunk :) Mixed Abusive User Added
#tweetlikelexi Nah we not gonna sit down we gonna walk it out bitch. Mixed Abusive User Added
#truefriendtuesday my bitch @drrrruuuu http://t.co/7dSZ3vCySz Mixed Abusive User Added
#tikiti - rough mock for the base of what will eventually be an ashtray @ Tiki Ti http://t.co/8zE8aqY0 Mixed Safe User Added
#throwback to being bitches & drinking Mikes bc we sucked @AutumnMaye http://t.co/jfCthdEDcz 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