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
Half these females with these twitter names like "eat my pussy" ain't even about that life bro.. Mixed Abusive User Added
Half these bitches be playin because but im far from a lamee Mixed Abusive User Added
Half of yall hoes anyways. So the ones with thigh gaps get a friend without em. Have a nigga fuck yall both and ask him who got better pussy Mixed Abusive User Added
Haley was called a raghead & accused of adultery and she skyrocketed in the polls. y’all think Sheheen didn’t notice that? Mixed Abusive User Added
Hair pulling during sex is just a way of letting her know that her pussy is good Mixed Abusive User Added
Hahahhahaa RT @PrinceBama: Your boyfriend trash ma, stop tryna convince yourself otherwise in these tweets Mixed Abusive User Added
Hahahahaa fuckin crow looking bitch Mixed Abusive User Added
Hahahaha manziel is a faggot and the browns will ruin him. Win win for me Mixed Abusive User Added
Hahahaha fucking pussies @kevinlove @KingJames @cavs Mixed Abusive User Added
Hahahaaha my teacher just realed these thots. She said "You need to stop acting ghetto cause its not cute" Mixed Abusive User Added
Hahahaa so people can't parent differently...? Twitter is fuckin trash ahahahha http://t.co/b6koSBMzBz Mixed Abusive User Added
Hahaha high school what a joke more like fake bitches an dumb niggas gather here 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