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
@Adrian1_knowsu ☝️no ghetto names 🙅 Mixed Safe User Added
@Adolfhibsta I've seen a number of bitches on here say there's no such thing as loose pussy lol. Ok Mixed Abusive User Added
@Adogg_34 RT @jb_barker10: Snapchat got hacked, all of you hoes about to have some explaining to do http://t.co/tworXRoJEI Mixed Abusive User Added
@AdamSchein @TheMayorMatt I may have just cried a tad #illmissu shiner Mixed Safe User Added
@AdamHarmon @JeffJeffAllen Yeah tht a bitch, we ain't gay Brah. Chill Mixed Abusive User Added
@AdamBaldwin Really?? Bro, that retard @SenTedCruz even missed the point of GreenEggs&Ham! It means don't knock it til ya try it! Mixed Abusive User Added
@AdamBaldwin @ChicoDelainky clams to be a comedy writer. #untrue Mixed Safe User Added
@ActuarialReport We've tried. Each time we go he just sits there in silence and I cry like a bitch and sweat. Mixed Abusive User Added
@ActaBunniFooFoo I like my gross yellow heat lamps. Why? Mixed Safe User Added
@AceWuzHere why you talking to me at 5, almost 6am. We ain’t friends, pussy. Mixed Abusive User Added
@AceHudsonJr bitches tryna take all my money, g. Mixed Abusive User Added
@AceAlford_23 double up on this game bitch 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