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 @ObamaStrawman: Joan Rivers said I was gay and Michelle was a tranny. Perhaps her death was no accident. See Clinton's and Ron Brown/Vin… | Mixed | Abusive | User Added |
| RT @O_tunj: Dance monkey dance | Mixed | Safe | User Added |
| RT @O_ShitItsLaura: With ma bitch c: @yadirasarmiento | Mixed | Abusive | User Added |
| RT @O_ShitItsLaura: Good day with these 2 bitches @yadirasarmiento @Jessycaa_Rubi 😘✌ | Mixed | Abusive | User Added |
| RT @O_ShitItsLaura: “@yadirasarmiento: you can be skinny and still be ugly stop acting like being thin is beautiful dumb bitch .” 😂👏 | Mixed | Abusive | User Added |
| RT @O_MyGotti: you have a girlfriend, stop asking these hoes to be your bestfriend. | Mixed | Abusive | User Added |
| RT @OTRAUpdates2015: Rumours that the boys will be touring around the world for OTRA Tour and it will end in the UK/Ireland as a welcome ho… | Mixed | Safe | User Added |
| RT @OTDsFinest: ......Roses🌹Are red Violets are blue.. You ain't gonna know when yo bitch tops The Crew 💯 | Mixed | Abusive | User Added |
| RT @OTBVA: these judges are fuckin retarded | Mixed | Abusive | User Added |
| RT @OTBVA: mook gon wi 3-0 but this battle is bad | Mixed | Safe | User Added |
| RT @OSAY_it_aint_so: “@fvxkgvld: when a ghetto girl tries to read in class pt1 https://t.co/uW7aBqBToC” LMAOOO | Mixed | Safe | User Added |
| RT @OPP_YouKnowMe: Tell these hoes that they gotta glo up one day. | 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