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
Why is Baltimore so damn ghetto 😂 Mixed Abusive User Added
Why is @red_is_raw such a bitch? I mean who gets mild salsa? His father should be ashamed... Mixed Abusive User Added
Why hella bitches act like they got everything they have on they own, like no bitch you had some form of assistance Mixed Abusive User Added
Why he try say alexi stole Jo bitch lmao Mixed Abusive User Added
Why give a bitch ur heart when she'd rather have a purse. Why give a bitch an inch when she'd rather have 9. These hoes aint loyal #lilwayne Mixed Abusive User Added
Why give a bitch an inch when she rather have 9 😈 Mixed Abusive User Added
Why everybody talking about Rihanna nudes like she super cold naked? Just cuz she famous huh? That hoe built like a bubble gum swirl!! Mixed Abusive User Added
Why everybody so hype to see these famous people naked y'all hoes just alike they just got money 😭 Mixed Abusive User Added
Why don't you text your own mom, dumb bitch. Mixed Abusive User Added
Why does this faggot in front of me have to get two dozen doughnuts right now, get the fuck on Mixed Hate Speech User Added
Why does this bitch on the olympics have a giant band aid on that looks like MIA designed it for american apparel? Mixed Abusive User Added
Why does MSNBC have a "news" show that is 100% opinion & right wing talking points? Joe the nation is with PBO not u teabaggers #morningjoe 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