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
@Titan4Ever2488 some Mets fan tried telling me Rivera isn't of the best Yankees of all time because he is just a closer. WTF Mixed Safe User Added
@Titan4Ever2488 how do Yankees fans look back on Gary Sheffield's time with the team? Mixed Safe User Added
@Titan4Ever2488 how are Yankees games on the radio? Good announcers? Mixed Safe User Added
@Titan21Mtzzz you is a hoe Mixed Abusive User Added
@Titan21Mtzzz vegeta is a little bitch #TeamGoku Mixed Abusive User Added
@TinnyTimm taylor wack ass bitch nigga Mixed Abusive User Added
@TimoteoSHonesto @vcortesusmc little punk, we should send his ass to Iraq for a few weeks! Little bitch would come home & KISS THE GROUND! Mixed Abusive User Added
@TimMurphyy @fgcu_basketball rather be an "ultra fag" than get an 18 on my ACT and go to FGCU #zing Mixed Abusive User Added
@TielerMLG @psvch @HalfAssed_ coming to the rescue of some retard licking dirty skidmarks on the internet... you guys are fucktards Mixed Hate Speech User Added
@TibaBurger: Straight off the bench #ned #WorldCup2014 Mixed Safe User Added
@ThugMon3yy @ChandailBailey @SteeZeyFLOW @HunturPls it does. you and all your hipster friends are ugly as fuck... and yo pussies all stank Mixed Abusive User Added
@Threehoez rip plate, brownies, large tea, fries, beans potato salad, poboy Mixed Safe 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