Shield is a bayesian text classifier with flexible tokenizer and backend store support
Currently implemented:
- Redis backend
- English tokenizer
Example
package main
import (
"github.com/eaigner/shield"
)
func main() {
sh := shield.New(
shield.NewEnglishTokenizer(),
shield.NewRedisStore("127.0.0.1:6379", "", 0),
)
sh.Learn("good", "sunshine drugs love sex lobster sloth")
sh.Learn("bad", "fear death horror government zombie god")
c, _ := sh.Classify("sloths are so cute i love them")
if c != "good" {
panic(c)
}
c, _ = sh.Classify("i fear god and love the government")
if c != "bad" {
panic(c)
}
}