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 @MattAncheyta: Dumb bitch | Mixed | Abusive | User Added |
| RT @Masteroshi_: #MigosConcert was turnt af last night but @BobbyShmurdaGS9 shut that bitch down wit #hotnigga frfr | Mixed | Abusive | User Added |
| RT @MasterSleepy: @JefDaBest cranberry juice niggah ... 100% cranberry with vitamin c ... You'll piss it out | Mixed | Abusive | User Added |
| RT @MasterChefSweg: Basic bitch starter pack http://t.co/ehE4QBUVuJ | Mixed | Abusive | User Added |
| RT @Master11_: Slowly moving down the list in bs and hoes .... I already know Nolan and Lamar stock is rising lol | Mixed | Abusive | User Added |
| RT @MaryWCVB: Still waiting for Charlie Baker to take the stage in Swampscott. #wcvb http://t.co/lYb3Thm199 | Mixed | Safe | User Added |
| RT @MaryWCVB: Congressional Hopeful Richard Tisei stops in at Baker's Swampscott Rally. But still no Charlie. #wcvb http://t.co/uycfEng3B9 | Mixed | Safe | User Added |
| RT @MaryWCVB: Charlie Baker about to make his final election eve campaign stop- here at Swampscott High School. #wcvb #wcvbpoli http://t.co… | Mixed | Safe | User Added |
| RT @MartinSopchak: @TheChrisCates you're a fucking pussy. And no this isn't a joke you girly little bitch. | Mixed | Abusive | User Added |
| RT @MarshallTaylor_: You got niggas and I got bitches. | Mixed | Abusive | User Added |
| RT @MarsaSteenhoek: 50 rts& I'll take the mic& say fuck her right in the pussy http://t.co/4VHc5O7rZ5 | Mixed | Abusive | User Added |
| RT @MarqsBack: “@viaNAWF: Twitpic your reaction if you find out the love of your life selling pussy/sold pussy on backpage” http://t.co/xZi… | 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