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 |
|---|---|---|---|
| RT @jezzzz_: “@Ginga_Snaps13: @jezzzz_ @ShitPussiesSay Jessica I'm not afraid to slit your throat tomorrow” @RitenourSchools @BarackObama @… | Mixed | Hate Speech | User Added |
| RT @jewtanski: When you has a frownie, eats a brownie | Mixed | Safe | User Added |
| RT @jessmelkum: Nipple piercings are suppose to be a girls personal secret. But y'all hoes get them just to take a selfie | Mixed | Abusive | User Added |
| RT @jessietorr: yeah "basic bitches" are a thing but how many straight white men do you know who are all the same and SO boring?? | Mixed | Abusive | User Added |
| RT @jessielee1028: @Hawkdaddy300 @GavinMHawks21 @Ur_Boy_George yeah I don't think that's okay...Fuckin drop it. You shouldn't even joke abo… | Mixed | Abusive | User Added |
| RT @jesscorsonCLE: Does anyone know of a good pet sitter in #CLE/Northeast Ohio? Specifically cats & birds. Thanks! #CLEpets #neo #clevelan… | Mixed | Safe | User Added |
| RT @jerseywolfgod: I don't want the pussy if it makes me want to pay your bills and not sleep my Sunday mornings away, don't ruin my life. | Mixed | Abusive | User Added |
| RT @jerrilyn71: "@HistoryGoon: hey dicklicker! it says im happily divorced not bitter! homophobic? im not scared of queers..i hate em! fudg… | Mixed | Hate Speech | User Added |
| RT @jerrilyn71: "@HistoryGoon: and also.pussy!..if my shit offends u..get off twitter..block me..and go suck a cock... | Mixed | Abusive | User Added |
| RT @jeremiahKOEking: Not every female is a TROPHY🏆😍🙌 some of y'all hoes are just Certificates of Completion!📝📃😒 | Mixed | Abusive | User Added |
| RT @jennydigi: @thotpockets ✋⭐️bitch | Mixed | Abusive | User Added |
| RT @jenny_barajas: “@FazeyBaby: quote this tweet with the funniest pic in ya camera roll 😂” this bitch started it all😂 http://t.co/8xqcxUo… | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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