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 @copperpeony: @LibsHateUs @1Dittlinger Sharpton went from being a big fat snitch to a skinny bitch. Either way, he's nothing but a carni… | Mixed | Abusive | User Added |
| RT @coolgirl71899: bitch act like she never seen a face mask #bitchplease http://t.co/uQQ0K8H89l | Mixed | Abusive | User Added |
| RT @constantini_c: Who wants to be @ImFlyinJryan's 600 follower? Follow bitches! #cruze2014 #Pittsburgh | Mixed | Abusive | User Added |
| RT @consprcy_carrot: Blow shit up and get fatter. White trash love this holiday. | Mixed | Abusive | User Added |
| RT @consciousfuck: lmao okay now let’s address pepsi pussy RT @Thotcho: Real niggas know http://t.co/ipedbpBjm5 | Mixed | Abusive | User Added |
| RT @connorbagen: You know she's a dyke when she asks for men's golf clubs | Mixed | Hate Speech | User Added |
| RT @collegefession: "We're putting long hard dicks down our throats the least you could do is lick a little pussy #returnthefavor" - Illino… | Mixed | Abusive | User Added |
| RT @collegefession: "The only thing that Collegefession has taught me is that in fact, these hoes ain't loyal" - Stony Brook | Mixed | Abusive | User Added |
| RT @collegefession: "My first adult decision i made in college was to buy a guinea pig #NoRagrets #AlsoNoBeerMoney" - University if Iowa | Mixed | Safe | User Added |
| RT @collegefession: "I rub orange peels on my dick before I go out cuz I don't want these bitches to catch a cold. #VitaminSemen" - Prairie… | Mixed | Abusive | User Added |
| RT @collegefession: "Guy tells me he doesn't eat pussy, and all of the sudden I don't suck dick anymore" - Centeral Washington University | Mixed | Abusive | User Added |
| RT @collegefession: "All you need in life is bottles, bitches, and life lessons." - Sam Houston State | 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