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
@Halfbakd_Kitten ill finger ur tight pussy so slowly you'll be moaning my name bby Mixed Abusive User Added
@HaleyJoanis lick my pussy and ma crack Mixed Abusive User Added
@HaLaWa0402 not as sick as you muzzie trash @JewJitsuGrl @JoeDouglas1 @Darknight420 @blackorchidm16 http://t.co/KQrMhSzmpj Mixed Abusive User Added
@H_TownRacer shit tell that pussy to come out of retirement and show up Kareem Jackson then he can get respect Mixed Abusive User Added
@HTTRdcRising fuck your redskins bitch! Mixed Abusive User Added
@HOMELESSBITCH Can I bitch about not having smoke?? Mixed Abusive User Added
@HOGANnoHulk_ @Lov3Tadaisha Terrance you wanna be one of my "hoes" 😂✋ Mixed Abusive User Added
@HBergHattie @snkscoyote I wonder if the progs didn't relegate young black men to the ghettos to keep them away from harry reid's friends... Mixed Safe User Added
@HBMostDope @SODMG_P_COOK both of y'all pussy boa! Mixed Abusive User Added
@HAUNTINGILINSKY @sorryimalex you actually think he'll do that? lil bitch can't punch a potato Mixed Abusive User Added
@HAUNTINGILINSKY @sorryimalex Bc @taylorcaniff is trash why would he lie about that? I told you he's real Mixed Safe User Added
@HAL3Ygang she was a dirty bitch always beggin for microwaves and catchup and shit so mufuckas always be like, "BYE Falicia!" Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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