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

25504 Records
Phrase Text Dialect Category Label Source
Wen yu see uh bad bitch n wanna holla say Ayyy Mixed Abusive User Added
Welp! “@FemaIeStruggle Me: Baby I cooked Bae: What's for dinner? Me: That bitch you been texting http://t.co/pOxpYQ5Eiy Mixed Abusive User Added
Welp imma hoe again :/ RT @Gladvillian: She a hoe if she likes chocolate. Mixed Abusive User Added
Well,is he gonna take da bitch or naw? Mixed Abusive User Added
Well, jhud is giving me 'bae just got home from work and Ima throw the pussy at him' http://t.co/2KBSxaMddg http://t.co/EsZjSuqYIQ Mixed Abusive User Added
Well your a little cunt ! Mixed Abusive User Added
Well they do now haha RT @laydeesweets: I just think these bitches are confused. Like i'm wife. #TheyAintKnow?! Lol @VivaLAJuicyy69 Mixed Abusive User Added
Well thank goodness I got other musicians that aren't bitches.. like @Tampa_Rick for example. Mixed Abusive User Added
Well now that I'm basically gone full retard, lets get blasted Mixed Abusive User Added
Well isnt that a bitch 2 wildcards are going to the #WorldSeries Mixed Abusive User Added
Well i feel like a bitch.. 😒 Mixed Abusive User Added
Well guess I know a bunch of hoes then. GONE BRING YA #BaldPussy #HoeAss 2 ELEMENTS TONIGHT THO… http://t.co/4g85sn1AFx 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