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

25504 Records
Phrase Text Dialect Category Label Source
she pooted “@Not1FuckisGiven: Either Young Thug gay, or this bitch pooted https://t.co/g0FgRX7dju” Mixed Hate Speech User Added
she on my mind, can't get this bitch off my mind. Mixed Abusive User Added
she let me play with her pussy then she lick it off my fingers. Mixed Abusive User Added
she caught three nuts but she never catch feelings and bitch wit dat disposition we can count millions Mixed Abusive User Added
sexy ass bitch eating a fry @DoublerOrNothin http://t.co/GtFlfGRmTz Mixed Abusive User Added
seriously, who cares what color somebody is? that makes you a huge faggot in my book. Mixed Abusive User Added
seriously these animal crackers have a slight fruit loops aftertaste. its really fucked up, it should not be this way but it is. Mixed Abusive User Added
sell soul yea bitch shit serious 💪 Mixed Abusive User Added
segment finally did it. NEVER again watching #teabagger propaganda in the morning on #msnbc again. @bpshow on #currenttv for me #morningjoe Mixed Safe User Added
see I peeped it & pussy is power Mixed Abusive User Added
sarcastic cunt, yes Mixed Abusive User Added
same hoe that said i couldnt get it tryna kick it 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