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
@___AsiaJ lol my bro said it about a bitch but it can be about u Mixed Abusive User Added
@__Trail__ take like TAMU... bitches jumped to 6 after beating SC, which ain't that good... @thejournalist44 @That1guyJeff Mixed Abusive User Added
@__TaeSavage pussy Mixed Abusive User Added
@__NikesNshiT you better. And ima let that bitch slide right now, just be on standby. 😘😂 Mixed Abusive User Added
@__MotoMoto you a real bitch for that Mixed Abusive User Added
@__Dutch my birthday hath already passed with little to no fanfare. So. Enjoy your day and be blessed bitch. Mixed Abusive User Added
@__Dutch bitch stop hating on such an immaculate suit. Mixed Abusive User Added
@__DatTootieGurl that hoe can't cook Mixed Abusive User Added
@__C_h_i_n_g__ your daughter can date this little fag bag @Bekkalina13 @PimpSlapnCow http://t.co/4SabX0mcus Mixed Abusive User Added
@__Black_Jesus yea I forgot I was talkin to a degenerate faggot Mixed Hate Speech User Added
@__Black_Jesus bitch u know what I mean spell champ these nuts Mixed Abusive User Added
@__0utcast___ but then they said "oh nah ur not" but dude I'm getting to be a heartless bitch have you not met me 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