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
Or when you're in my neighborhood RT @clairelea18: You know you're in the mexcian ghetto when... http://t.co/1Vq0OcrseV Mixed Safe User Added
Or their music is trash Mixed Safe User Added
Or the teach might get u got RT @abstraktalante: I really hate a disrespectful ass bitch in class. The professor is talking you STFU bitch. Mixed Hate Speech User Added
Or she just cant afford winter clothes RT @da_1eye_creep Summer hoe = winter Muslimah Mixed Safe User Added
Or pollo Mixed Safe User Added
Or get they nails done RT @Che_TheYello1: Same hoes brag about niggas they fw got money but can't even get him to fill their tank up Mixed Abusive User Added
Or get swept in MoTown LOL #Yankees #Tigers #MLB Mixed Safe User Added
Or faggot RT @ez_taughtu: Guess he got caught saying nigga. Mixed Abusive User Added
Or continue to be a bitch..... That's cool too Mixed Abusive User Added
Or a dumb bitch with no self esteem I can't decide. But for now it's saint 🙏 Mixed Abusive User Added
Or I'm vibing and they ask to see the aux cord knowing they bout to play some trash 😒 Mixed Safe User Added
Or "don't vote for the cripple" amirite? bigot MT @DawnnaDukes: Vote #VoteWendyDavis for Governor of Texas. http://t.co/LnAeW8CCoD 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