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
@kincade00 @PacTha_Mac lmaooooo we can't wash that baby ass honda you got cause that hoe don't cost more than 1200 Mixed Abusive User Added
@kincade00 @DaUnfuqwitable1 @Stoopid_lu103 @mistaturk5 @_PlayCrazy @GF_Dalifestyle fuck you bitch Mixed Abusive User Added
@kincade00 @DaUnfuqwitable1 @Stoopid_lu103 @_PlayCrazy @Anthony_2Much @Jack2Time @GF_Dalifestyle nigga be safe hoe Mixed Abusive User Added
@kimcampano 😩😭😭 bitches needa take notes Mixed Abusive User Added
@kim92493 @_NikeCaptain_ @Tae_Rhodes I was implying you we're the bro & them two aint nothin but lil hoes..c'mon now I or you Kim Mixed Abusive User Added
@kim92493 @BritBritt22 Im pretty sure she's a bad bitch. In other words, shawty a dime. Mixed Abusive User Added
@kilmeade @foxandfriends don't you mean crowd not crows Mixed Safe User Added
@kierstenhammond I slid in your DMs so answer me bitch!! Mixed Abusive User Added
@kiela_g_3 Home fag. Didn't feel like puttin up with your shit today Mixed Abusive User Added
@kiela_g_3 😂😂Alright fag what about this? http://t.co/5ht61NmjJ3 Mixed Hate Speech User Added
@kieffer_jason your so fucking retared its not even funny bitch im going to sleep u Mixed Hate Speech User Added
@kieffer_jason you dumb fuck that's not a fucking full address you dumbass I don't live in Plano so how the fuck would I know retard 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