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 |
|---|---|---|---|
| @Matt_Petrie22 geta Life faggot | Mixed | Hate Speech | User Added |
| @MattLaCasse His do not, until playoffs. But luckily, this means that any future kid will definitely root for the Yanks. #priorities | Mixed | Safe | User Added |
| @MattHomeTeam - you know what you did you faggot. There are literally thousands of people that have you on their radar homo | Mixed | Hate Speech | User Added |
| @Mathanugg You mean the one I colored with crayons isn't copacetic? | Mixed | Safe | User Added |
| @MartyMard keep ya draws on hoe!! | Mixed | Abusive | User Added |
| @MarshallSOTS you tryna say I'm a pussy? Of course I'm tryna slam. I ain't no pussy duuuuuuu | Mixed | Abusive | User Added |
| @MarshallSOTS It's @JakeEye3 's favorite fucking jam! I haven't seen it, but judging by there being a little girl in it, it's probably trash | Mixed | Abusive | User Added |
| @MarsDaBlackman thats why the hoes love her...they can relate to being lonely & depressed lol | Mixed | Abusive | User Added |
| @Marlon_N_Gaines I am brown, while you are black and ignorant, your stupidity makes me sick, typical thug looking nigger. | Mixed | Abusive | User Added |
| @Marlin_FishyAss was like @SE__DoM had some gas cause I hit that bitch one time and ended up talkin shit all night bitch was fried 😂 | Mixed | Abusive | User Added |
| @MarketWiseNick In many areas has that look, but need to see bean count-said it before, beans are a bitch-tend to do what you don't expect | Mixed | Abusive | User Added |
| @MarkUdall2014 just got his pussy kicked, he's out, done, @CoryGardner wins, per Fox News.... #Election2014 #tcot #gop #teaparty #p2 | 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