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
@BossAce555 @Sounds_good_bro @BloggerBoxing yea u stupid faggot. I'm not leaving till like 5-6pm. Want a ride? Mixed Hate Speech User Added
@BosleyXavier I trip on acid not bitches. Mixed Abusive User Added
@Borgore pull my panties down with ur teeth and write the alphabet w ur tongue on my throbbing pussy Mixed Abusive User Added
@BookoutBj That's ghetto for super duper! It's the current generations best complement. Mixed Safe User Added
@Boobah_ they trash Mixed Safe User Added
@Boobah_ awnser the phone pussy Mixed Abusive User Added
@Boner4Tuna @TCC_Grouchy @Mrs__Met @Vortmax29 @LLMajer @dmb1031 @APLMom @Frogtox @KishkaAndPipiks I've had shots go off where yellow smoke Mixed Safe User Added
@BoneSaw00 There's a reason why the Yankees don't want Anderson any longer. Mixed Safe User Added
@Bombfantasyyy pearl jam: yellow Ledbetter> Mixed Safe User Added
@Bombfantasyyy @Angela_Mastr lmao angela you look like a damn potato bitch, keep talkin Mixed Abusive User Added
@BolandDrummer I have never once in my life been to a 'coffee shop' like Starbucks. I am a hick though. Mixed Safe User Added
@Bojieasx slap a taco in thT hoe face 😂😂😂✌️👐👊💯😘🙈💁 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