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
@Julian_jval I totally think the something when bitches come across mine saying we are similar. Uh no ✋ Mixed Abusive User Added
@JuliaDBrock I'm not a bitch. Take it back. Mixed Abusive User Added
@JuliaDBrock Are we still talking about animals? I know some Asian folks that would love to see how you prepare your pussy before eating it. Mixed Abusive User Added
@JulesDanesy Cowboys fans are cunts? Stop the presses! Mixed Abusive User Added
@JukeJuke_9 shit he prolly is other than that everybody else trash Mixed Abusive User Added
@Juicy_james01 ain't no love 4 these hoes Mixed Abusive User Added
@JuiciStrawberry Kik is for hoes.You either gone shit or get off the pot. Mixed Abusive User Added
@Juice__2 nah you're a nigger Mixed Abusive User Added
@Juice__2 i know bout yo wack ass dreads nigger Mixed Abusive User Added
@Juice__2 faggot Mixed Abusive User Added
@JuiceMan_LTF shut up pussy Mixed Abusive User Added
@JudgmentalNYer @eveisapisces it always looks so nice! I was gonna buy this yellow one Mixed Safe 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