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 |
|---|---|---|---|
| @slayerific13 @daisymcgarr Like I said.. I might have to check but I'm just not sure bird shot counts as getting shot. | Mixed | Safe | User Added |
| @slayerific13 @brenda_skelton @daisymcgarr I don't hunt birds unless you count shooting dove out of season off my power line with a bb gun | Mixed | Safe | User Added |
| @slayerific13 @brenda_skelton @daisymcgarr Don't get me wrong G.. I'd hunt birds but that's a lot of work &.. well I just ain't that hungry | Mixed | Safe | User Added |
| @skyereyes_ you a Oreo cookie now. | Mixed | Safe | User Added |
| @skyereyes_ @keanabermudez YOOOOOOOOOOOOOO LMFAOOOOOOOO im schlumped !!!!!! 😂😩😂😩💀 I love my bitches 👯👯👭 #squaaaaad 😂😩😂💀 | Mixed | Abusive | User Added |
| @skyereyes_ @Feebito_23 right because as far as im concerned I ain't no bitch tf. | Mixed | Abusive | User Added |
| @skrabah Don't my nigga me honkie | Mixed | Hate Speech | User Added |
| @skinheadrob shut up faggot | Mixed | Abusive | User Added |
| @sizzurp__ @bootyacid @ILIKECATS74 @yoPapi_chulo yeah ok nigger. | Mixed | Hate Speech | User Added |
| @sizzurp__ @bootyacid @ILIKECATS74 @yoPapi_chulo i bet you are, faggot. | Mixed | Abusive | User Added |
| @sizzurp__ @bootyacid @ILIKECATS74 @yoPapi_chulo go back to lego club faggot | Mixed | Hate Speech | User Added |
| @sisternoles Fingers crossed for you. If not? Chug chug chug lol | 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