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 |
|---|---|---|---|
| @BitchMedia what's up my bitches?! Shout out from your momz in Cali! Keep doin what u do. #loveit | Mixed | Abusive | User Added |
| @BitchImaStunna @VeshaaCouture lmao bitch shut up | Mixed | Abusive | User Added |
| @BitchImFancy lol so retarded | Mixed | Abusive | User Added |
| @BirdieB420 lets record a song bitch right nowb | Mixed | Abusive | User Added |
| @Billythathird @matt_sliwinski copy my tweet again you ginzo | Mixed | Safe | User Added |
| @Billythathird @Dimi_Artale aye were da fawking ginzos of fawking queens and fawking nassau | Mixed | Abusive | User Added |
| @BillionaireCrow @Neelahrelates your what's wrong with the white race you fuckin coon slaying piece of poop please die alone | Mixed | Hate Speech | User Added |
| @BillRatchet @VottomanEmpire place pussy on stache let pussy take ride | Mixed | Abusive | User Added |
| @BillPeriman Send all the fucking muzzies home, now doj come and get me motherfuckers | Mixed | Abusive | User Added |
| @BillPeriman Or as I like to put it 'looking through race colored glasses' @Kel_Antoinette8 | Mixed | Safe | User Added |
| @BillPeriman @offgridsurvival what the holy fucking hell is going on at the EPA, those over-zealous cunts, I can't wait for 2016 | Mixed | Abusive | User Added |
| @BillPeriman @Po_st I bet he would have gone ape shit and killed them all if they attacked Muslims. | 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