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 @RawstonGeorge: “@distilled9water: "@wizzyjr https://t.co/OtZ0FGDVpR 😭😭😭😭😭😭” bitch gotta die 10,000 deaths. 😖😭” 😭😭😭😭😭😭😭 GTFOH | Mixed | Abusive | User Added |
| RT @RavenxMiyagi: you here good songs on the radio but it ain't about positivity its mainly bout hoe problems killing and/or moving weight | Mixed | Abusive | User Added |
| RT @RavenConnell: Being a hoe isn't a Halloween costume | Mixed | Abusive | User Added |
| RT @Ratchet2English: a girl tweeted "you might be ghetto if u bring food from outside into the movies" no u might be stupid if u pay 4.99 … | Mixed | Abusive | User Added |
| RT @RashodJackson: Nobody cares, bitch | Mixed | Abusive | User Added |
| RT @RashadBF: Never trust a bitch that take quick ass showers! | Mixed | Abusive | User Added |
| RT @RareHipHopPic: Logic had me thinking Nikki was a bad bitch | Mixed | Abusive | User Added |
| RT @RaqiThunda: The trick of reality tv is making tacky bitches seem classy & badgering real women with real ethic into submission. It's a … | Mixed | Abusive | User Added |
| RT @RappersSaid: When Tyler the Creator said "Rape a pregnant bitch and tell my friends I had a threesome" http://t.co/mBrtvpUaKt | Mixed | Abusive | User Added |
| RT @RappersSaid: When Tupac said "I ain't a killer but don't push me, revenge is the sweetest joy next to getting pussy" http://t.co/ffPu1w… | Mixed | Abusive | User Added |
| RT @RappersSaid: When Kanye said "I don't need your pussy, bitch. I'm on my own dick." http://t.co/6eeLUmjbme | Mixed | Abusive | User Added |
| RT @RapBars_: Joey Badass said "Traded in my Nikes for a new mic, I guess it's safe to say he sold his soles for a new life" | Mixed | Safe | 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