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
And the Jew @Deuterostomes favorited my tweet though. Lol. Don't have anymore time for this trash. Mixed Hate Speech User Added
And someone from my class is literally sitting across from me on the bus so I can't even call dad and bitch Mixed Abusive User Added
And since im gino marley my bitch just flew from Japan Mixed Abusive User Added
And remember---always be the person you're born to be. You don't have to be queer to take something from that message. #NationalComingOutDay Mixed Abusive User Added
And of course some rascally #teabagger on the radio is blaming the 19 dead AZ firefighters on #biggovernment. Oy vey. #tcot #p2 #teaparty Mixed Safe User Added
And now lookin ass niggas and lookin ass bitches will be the terms of 2014. Will be overused & abused in every fucking way Mixed Abusive User Added
And now Jihadis bragging about a massive bombing in Sadr city in Baghdad. #Iraq #onslaught Mixed Safe User Added
And niccas are 38 HOT if they paid 20 bucks for that Pay-Per-View...... Mixed Abusive User Added
And my mom was really getting me a car smh hoe f u for dat Mixed Abusive User Added
And my bitch gon' blast and she got the ass like... http://t.co/yzJVcu77nF Mixed Abusive User Added
And mad hoes you can ask Beavis I get nothing butthead Mixed Abusive User Added
And little bitch ass @_TriggaPlease_ 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