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 |
|---|---|---|---|
| RT @Brianhopecomedy: “Daddy, Batman’s parents are dead.” “Yup.” “And Superman’s.” “Yup.” “What am I going to be when you die?” “Sad ho… | Mixed | Safe | User Added |
| RT @BrianFromWork: @ThatOneGirlPink @coL_TuQuick naw bitches want attention not respect... Real women want respect #truth | Mixed | Abusive | User Added |
| RT @BriWh0: Niggas gossip like hoes, most of 'em bitches | Mixed | Abusive | User Added |
| RT @Brezsha_Imani: He tweet like a bitch broke his heart | Mixed | Abusive | User Added |
| RT @BrentLanders6: Charlie: "My last two songs will be quasi-religious songs for the sake of @WhiteIronBand who's coming up next." | Mixed | Safe | User Added |
| RT @Brennanculp: But if you a hoe, do you. I ain't judging you. Get it in, but don't hurt someone in the process, be straight up ab it | Mixed | Abusive | User Added |
| RT @Brendaaaa05: I'm in love with mary jane and codine I don't love these hoes | Mixed | Abusive | User Added |
| RT @BreeBGorgeous: Females now a days don't like to do anything freaky because . You niggas gossip about it like bitches . | Mixed | Abusive | User Added |
| RT @BreadTruckkBri: Denzy a hoe 😂😂😂 | Mixed | Abusive | User Added |
| RT @BreadTruckkBri: "@VoiceOfDStreetz: “@BreadTruckkBri: These hoes gon come && go, i feel it.”" boy, lol | Mixed | Abusive | User Added |
| RT @BraveConWarrior: GRAPHIC ~> 150 Christians MASSACRED By Jihadi Muslims While They Slept! Including Pastor, His Wife & Kids http://t.co/… | Mixed | Safe | User Added |
| RT @BranninWGL: RT @QB_Hitman: RT @latry: But thats your baby mom though. RT @Tyga: That ain't my hoe. | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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