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 @Humxnerror: we can't be cool if you gonna be a little bitch all the time | Mixed | Abusive | User Added |
| RT @HumanX86: #2013Faves RT @DgDynasty @88TilEternity @HumanX86 @LakeshoreJohnny I ain’t tryna see @VertrellCarter nigger legs in a bikini 😲 | Mixed | Abusive | User Added |
| RT @HuhWhatsACondom: This would never happen at a "non-colored" award show @BETAwards http://t.co/rUJNu1l7t8 | Mixed | Safe | User Added |
| RT @HuhWhatsACondom: Fam... “@SuLuNatDigga: You a faggot for kicking a field goal RT @DeionGottaSTFU: just got beat 44 to 3 in Madden"” | Mixed | Abusive | User Added |
| RT @HuhWhatsACondom: BRUUUUUUH 😭😭😭😭😂😂😂😂 “@MySportsLegion: Kobe, last night yelling at Dwight Howard: "You a bitch ass n*****"? https://t.co… | Mixed | Abusive | User Added |
| RT @HugMakeEm: I'm avoiding commitment because these hoes ain't loyal | Mixed | Abusive | User Added |
| RT @HugMakeEm: I love a bad bitch with a attitude, idk why but a cutie that's a savage is sexy as fuck | Mixed | Abusive | User Added |
| RT @HuffingtonPost: Obama: "I will always do what is necessary to protect the American people and defend against evolving threats to our ho… | Mixed | Safe | User Added |
| RT @Httpjaebee: hoes Be going through depression when they dude in jail bc other females gettn told the same shit they all need to be there… | Mixed | Abusive | User Added |
| RT @HtOwNzOuTLaW713: Keshawn Martin is soooooooooo fucking trash!!! | Mixed | Abusive | User Added |
| RT @HowardRoper: If you don't like my tweets with my belief in Jesus Christ, please respect it, but don't mock it or make negative remarks… | Mixed | Safe | User Added |
| RT @Hotsausage_: Is it a crime if a nigga just wanna eat pussy? | 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