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
@snortcourt13 @TripleAAAYY1995 @c_allen21 @JBake0622 apes Mixed Safe User Added
@snoopaintlion @TreyzUpZay @DattBoiIraq @Eaaaazzzz Lmao nigga yo avi so trash my phone won't even load that shit Mixed Abusive User Added
@smokeabluntdgaf @Haiimbreanna You guys don't get evolution do you? You only share a common ancestor with apes. Mixed Safe User Added
@sluttyboy_kush I guess you used to getting bitch cause idk anybody that Juss let ppl disrespect them n just sit there. Thts how all this Mixed Abusive User Added
@slone @JCCWatch Even that bitch has to admit something isn't right with our #SoCalledLeader. Mixed Abusive User Added
@sloganDomono cause you got you wife on the left an bitches on the right nigga man logic #puss Mixed Abusive User Added
@slings_x_arrows you sub tweeting me nig? Mixed Abusive User Added
@slings_x_arrows bitches are gonna make it rain on me Mixed Abusive User Added
@slings_x_arrows Equality niggah Mixed Abusive User Added
@slickvick47 @itstattoos it's not colored in... dumb dick Mixed Abusive User Added
@slickbackjr_ I forgot you're the same bull that said Yeezus was good and that J.Cole is trash http://t.co/KkuZV5pdDr Mixed Safe User Added
@sleepe21 these hoes gay thats why 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