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
@PERRO5070 bitch tits Mixed Abusive User Added
@PDaburei bitch nigga Mixed Abusive User Added
@PCMag Overpriced complete trash. Not even debatable. Mixed Safe User Added
@Oz_lito bitch been on there for ah mintue cdfuuuu Mixed Abusive User Added
@Oxy_Jon @conleyfanclub one charlotte store, but of course they are faggots Mixed Abusive User Added
@OutterSpaceSWAG @ChipChipperson @out Chippah I hopes you ain't be hangin wit dis wigger boy Mixed Abusive User Added
@OurCofE An end to the ordination of women and faggots, whose only aim is to weaken and split our communion. Mixed Abusive User Added
@OttawaPolitico Where does that fucking muzzie edict come from? Feds or Prov govt's? Mixed Abusive User Added
@OsvaldoVause text me u nigglet Mixed Abusive User Added
@OsvaldoVause kik me u nigglet I need to know when we outs to the pool Mixed Abusive User Added
@Oskzilla you wish niggah!!! Mixed Abusive User Added
@Oskzilla not fair! You're still a faggot -.- 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