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
@jacquebland Weird to see a local yokel "journalist" get worked up enough to take such a pointed side, though. Thought they were impartial. Mixed Safe User Added
@jacobkesler @ki_kibaby @__adamdavis or if we pick you up in SC and take you with us nip to CR. Mixed Safe User Added
@jacksparenohoe let's hang out nigger Mixed Abusive User Added
@jacksparenohoe lemme cheer you up bitch Mixed Abusive User Added
@jacksparenohoe hotter than a pussy in a pepper patch....who makes this shit up anyways...? Mixed Abusive User Added
@jaaaaaade__ You can't see it but I'm flipping you the bird Mixed Safe User Added
@jaaaaaade__ Shut up. And miss you too fag Mixed Abusive User Added
@j_schlauds do it you pussy Mixed Abusive User Added
@j_co69 he is a pussy an wouldn't show up bro Mixed Abusive User Added
@izziorizzi i'm not a trash talker, brah. i'm polite and diplomatic on and off the court. Mixed Safe User Added
@izzayy_bitches & 4th my guinea pig will haunt you Mixed Abusive User Added
@ivanrabago_ looks ghetto as fuck 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