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 |
|---|---|---|---|
| RT @Kyle_Lippert: If you buy tickets for Transformers 3D they just lock you in an aluminum trash can and toss you from an overpass into rus… | Mixed | Safe | User Added |
| RT @KyleLewsader: @TreVaughnLG retweets the most random shit just cause a bad bitch tweeted it 😂 | Mixed | Abusive | User Added |
| RT @KyleKallgren: You know how in superhero stories the best insult for superheroes dumb mooks can come up with is "do-gooder?" #whiteknight | Mixed | Safe | User Added |
| RT @KyleKallgren: You can't please everyone. And you shouldn't. Nothing good comes from having people who say "faggot" as an insult on your… | Mixed | Abusive | User Added |
| RT @KylaMock2: bitch think she know everything ha. | Mixed | Abusive | User Added |
| RT @KySportsRadio: For years two fan bases (UNC and Indiana) have said they do things "the right way" while UK and others are rogues. My ho… | Mixed | Safe | User Added |
| RT @KxngFrxsh: If ya friends always trynna get you to break-up wit ya nigga or do THOT shit wit them...Them bitches really ain't ya friends! | Mixed | Abusive | User Added |
| RT @KxRxSxB: We all know that one person that could say anything and you just look at them thinking "you're retarded, stfu" #stupidBitches | Mixed | Hate Speech | User Added |
| RT @KxRxSxB: Superman. Man of steel - emotions of bitch. #truestory | Mixed | Abusive | User Added |
| RT @KxRxSxB: Sometimes I turn my phone on loud to tweet just to hear the bird chirp. #TrueStory #TeamiPhone | Mixed | Safe | User Added |
| RT @KxRxSxB: All I want for my birffday is a big booty hoe!! She gotta big booty so I call her big booty!! #LyricsYouLikeToScream | Mixed | Abusive | User Added |
| RT @KvngMelly_: When yall got the same baby mama and realize that bitch is the real enemy http://t.co/vdis3ghG6t | 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