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
I wan do a mixtape... "pussy an cinnamon rolls" Mixed Abusive User Added
I wake up every morning wishing a bitch would. Mixed Abusive User Added
I used to think that bitch was bad ... But not no moe ! Mixed Abusive User Added
I used to picture him coming up the wadi to FOB Sharana with a barrel of brandy for me @iiarwatch Mixed Safe User Added
I used to get GRs a lot, tho. maybe that's why my soles cracked so much... http://t.co/lRCb0vabiG Mixed Safe User Added
I used to chug vodka and orange juice. I also used to chug vodka and gatorade... I used to chug vodka. Mixed Safe User Added
I use to wanna fuck that bitch but not no mo! Mixed Abusive User Added
I uploaded a @YouTube video http://t.co/JHUuZpgr UPDATE ON UGANDA ANTI-GAY BILL: Freemasonry, Anglo-American Influence, and Mixed Safe User Added
I uploaded a @YouTube video http://t.co/8rLE3JNr GOProud Makes Money Out of Twinkie Crisis in Free Market Spirit Mixed Safe User Added
I turned on the BET awards for 10 seconds, and got to witness random bitches getting drunk, and D-Wade dancing to R-Kelly. Mixed Abusive User Added
I turn bitches gay, they think all the other bitches can fuck like me. Mixed Abusive User Added
I turn Cassey to a nasty hoe Rihanna to a classy hoe 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