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
Fell asleep and woke up to some weird ass staring at me. What? Never seen a beaner sleep before? Mixed Abusive User Added
Feelin like I can have any bitch I want. Feelin like all these hoes in this bitch want me. Mixed Abusive User Added
Feel like i aint did this in a while , let me warm up Eat that pussy for a half an hour got her goin nuts Mixed Abusive User Added
Feel like a bitch for calling the cops on people but I'd rather this bitch go to jail then someone get hit by a wreck less driver. Mixed Abusive User Added
Feeeeeling tuna feelliiiing cunt Mixed Abusive User Added
Fed ex some real hoe boys Mixed Abusive User Added
Feb 18 was a record setting day for the word faggot, apparently: http://t.co/rO9E1KUokg Mixed Abusive User Added
Fear the queer https://t.co/GsmmKwz7HC Mixed Abusive User Added
Fear no bitch Mixed Abusive User Added
Fck dem old hoes..... No double entree... Mixed Abusive User Added
Faux Noise pundits don't like duck molester, pro-slavery racist, homophobic teabagger darling Phil Robertson either http://t.co/xXEhPHWWwr Mixed Hate Speech User Added
Faux Noise pundits don't like duck molester, pro-slavery racist, #homophobic #teabagger darling Phil Robertson either http://t.co/5gt6ZVgqXY Mixed Hate Speech 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