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 @_WORDtotheWISE: I love when the birds are chirping in the morning #patsgonnasubtweet | Mixed | Safe | User Added |
| RT @_VodkaThoughts_: shego was the baddest bitch of my childhood🔥 http://t.co/fiigh50DEj | Mixed | Abusive | User Added |
| RT @_VodkaThoughts_: "Light beer? You mean faggot piss?" -Overly Powered Man | Mixed | Hate Speech | User Added |
| RT @_ViciousMoe: i have absolutely no "hoes" | Mixed | Abusive | User Added |
| RT @_VibeWithMe_: doing someone wrong for the sole reason that they did you wrong will only bring more negative karma & energy into your li… | Mixed | Safe | User Added |
| RT @_TyMoore: For all those watching that so raven. Look at this negro now lol😂😂😩😩 http://t.co/nEcAKyTdI1 | Mixed | Abusive | User Added |
| RT @_TrillKVLE: @Visually_Gifted I'll find you a ride. But it's no pussy shit and that was some pussy shit 😤😂 | Mixed | Abusive | User Added |
| RT @_TraeMartinez: @ATRLfan @ChocolVte_ @baesuschrist @VikkiNoSecrets bitch you ugly as fuck, are you a fuck tranny ? Get Alligator face as… | Mixed | Abusive | User Added |
| RT @_TrackStar15: I hate "I'm my own WCW" ass bitches  | Mixed | Abusive | User Added |
| RT @_TootieDee: Ion want the pussy if it come wit hairs | Mixed | Abusive | User Added |
| RT @_TommyGunn_: Some of you cunts owe me money. | Mixed | Abusive | User Added |
| RT @_TommyCollins: @WeAreRichnow @buffalobills yeah Texans are so much better you fucking retard | 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