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
Pizza and wings bitches Mixed Abusive User Added
Pistols and bad bitches, hustlers and bad business! Mixed Abusive User Added
Pisses me off so much when Brett screams fag or whore out the window at people Mixed Abusive User Added
Pisses me of when I see these little liberal faggots wearing Che Guevara shirts. Move ur ass to Cuba. http://t.co/CUlwvpCpa7 Mixed Abusive User Added
Pink champagne for my boo thang she a bad bitch I hope that she don't trade me Mixed Abusive User Added
Pillow talkin to your hoe hatin on a nigga you might lose ya chick like that !!!!! Mixed Abusive User Added
Pillow talkin to bitches, i see her she bad but NIGGA SHE BASIC! Mixed Abusive User Added
Pierce would've easily drained all these shots with us. He's so trash now smh Mixed Safe User Added
Pie crust is trash. It be all flaky and dry and shit. Mixed Abusive User Added
Picture time outside of metro, fucking fags Mixed Abusive User Added
Pickup line "Are you a cat lady? Because I love pussy too" "NO WAIT I LITERALLY MEANT I LIKE CATS" Mixed Abusive User Added
Pick a city buy a condo find a fine hoe let some time go #chea 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