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
@SelfMadee_YG wya bitch Mixed Abusive User Added
@SelfCuttingGirl @AnthonyCumia I thought he would think it was cute...you know, like when you shut your clam up for 5 minutes! #dunce Mixed Safe User Added
@Selecta_kerry I seeing ppl saying running a train on a bird, and a parry is the same thing, but das not what I know..so looking for clarity Mixed Safe User Added
@SeauxCocoa you getting new pussy and not sharing?? Mixed Abusive User Added
@Seanability I love her too much. Maybe one of my bitchier birds... Mixed Abusive User Added
@SeanRossSapp Don't think anyone is mocking the man. I've seen people mock the bespectacle of social media mourning. Cultural zeitgeist of Mixed Safe User Added
@SeQuoia_Gabris yeah hoe! Mixed Abusive User Added
@ScoutingForFifa @TheBurntChip @JoelBurtFifa @JPizzleFIFA EYE WITNESS: Joel is a faggot Mixed Hate Speech User Added
@Scottyplagues @dancingxburrito @ReganLeahhh come to the Davis show and celebrate with me you retard Mixed Abusive User Added
@Scottt3130 @Brantality @hunterxsfob I think he's retarded or somethin http://t.co/E4P56JkqcX Mixed Abusive User Added
@ScottFerrall @HowardStern PHOTOS: Kate Upton cheers on the Yankees at last night's game http://t.co/Q2SVYRHUDu Mixed Safe User Added
@ScottDeYager .......now. If you photshopped #Pinhead like #JohnGalt with PISTONS instead of #faggot NEEDLES> I might be impressed> #gay 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