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 @dreaF_: “@VoiceOfDStreetz: Ross got Amber Rose naked these hoes ain't loyal wiz” that ain't Amber Rose tho | Mixed | Abusive | User Added |
| RT @dre_snipes: Am I the only one Tht see these hoes pattern. They stop tweet for 3 to 4 weeks and come bac with the same love tweets bout … | Mixed | Abusive | User Added |
| RT @downswinging: brendon urie must make other boys feel like trash | Mixed | Safe | User Added |
| RT @dougIyfe: niggas gon talk, bitches gon hate. | Mixed | Abusive | User Added |
| RT @dopealbanian: I do know one thing tho, bitches they come & go. | Mixed | Abusive | User Added |
| RT @donthypeme: “@VSamone: “@donthypeme: any favorites off yellow album ?”all of it” #theperfectanswer 🏆 | Mixed | Safe | User Added |
| RT @dontesydnor: when kanye said "mayonnaise colored benz, i push miracle whips" http://t.co/iizYdfbZCg | Mixed | Safe | User Added |
| RT @donnyoraha: Dont fucks with u hoe | Mixed | Abusive | User Added |
| RT @donnellrawlings: Salute to Derek jetter! Best Yankee ever! | Mixed | Safe | User Added |
| RT @donaldblack1995: “@VoiceOfDStreetz: This nigga jerry room smell like bad pussy!😒”😂😂😂 | Mixed | Abusive | User Added |
| RT @dominiggaaa: “@ReallyAintShit: This bitch come up and pull her titty out... What do you do? http://t.co/3p9chkHeY8” the more the merrie… | Mixed | Abusive | User Added |
| RT @domhowx: You know you're ugly when an ape was chosen as a man crush and you've never been http://t.co/DWPs7b4xJU | 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