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 |
|---|---|---|---|
| "@XoJennyGirl: I'm making marack my girlfriend ." @marackaf aye b you pullin hoes just like o taught you | Mixed | Abusive | User Added |
| "@X_XPDOTJDOT: Damn near gotta protect my tweets.. stalkers being annoying" you got that dope dick. Drive these bitches loco | Mixed | Abusive | User Added |
| "@WitHaPrettyface: @_1nonlykeisha bet not be no bitches! 😂👐🔫🔫🔪" 😂😂 Kim bye!!! | Mixed | Abusive | User Added |
| "@WannabeKanye: whys this bitch boosting herself http://t.co/uOd2f5WtKV" Her size isn't exactly the most healthy tho | Mixed | Abusive | User Added |
| "@WBeezy_: "@Run_DRC: Its simple, dont be a hoe=dont worry about being exposed 😜" fight me"why ? | Mixed | Abusive | User Added |
| "@WBeezy_: "@QuaTheGreat: Aww their avis look so cute together 💑 http://t.co/9lPorCb8w0" 💀💀💀" do I gotta get Ike avi on this bitch ? | Mixed | Abusive | User Added |
| "@WBUR: A smuggler explains how he helped fighters along the "Jihadi Highway": http://t.co/UX4anxeAwd" | Mixed | Safe | User Added |
| "@VineForTheByrd: On my way to fuck your bitch https://t.co/4lMTFNL2iy" LMFAO KITTYCOPTER | Mixed | Abusive | User Added |
| "@VeronikaHumbert: Ultraviolence video, its coming you little bitch! #MTVHottest Lana Del Rey http://t.co/533fLbvWqh" bitchy promo | Mixed | Abusive | User Added |
| "@Vbomb20: @Woodchuck20 pussy" love it | Mixed | Abusive | User Added |
| "@UnHoly_Jack: These harbor bitches are all "Party Bus hoes"" Lol all? | Mixed | Abusive | User Added |
| "@UberFacts: 15 sad TV character deaths we're still bitter over... http://t.co/uLclFUF8nC http://t.co/1RXYQOOsM0"ned stark was the man | Mixed | Safe | 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