111 lines
3.7 KiB
TypeScript
111 lines
3.7 KiB
TypeScript
import { useState } from "react";
|
|
import { Badge } from "@/components/ui/badge";
|
|
import {
|
|
Select,
|
|
SelectContent,
|
|
SelectItem,
|
|
SelectTrigger,
|
|
SelectValue,
|
|
} from "@/components/ui/select";
|
|
import { modelData } from "@/src/app/dashboard/lib/data";
|
|
import { cn } from "@/lib/utils";
|
|
|
|
export function ModelInfo() {
|
|
const [selectedModel, setSelectedModel] =
|
|
useState<keyof typeof modelData>("optimized");
|
|
|
|
const currentModel = modelData[selectedModel];
|
|
|
|
return (
|
|
<div className="rounded-xl border bg-card p-6 ">
|
|
<div className="mb-4 flex items-center justify-between gap-4">
|
|
<Select
|
|
value={selectedModel}
|
|
onValueChange={(value) =>
|
|
setSelectedModel(value as keyof typeof modelData)
|
|
}
|
|
>
|
|
<SelectTrigger className="w-fit justify-start gap-3 text-md font-semibold border-border bg-card shadow-sm transition-all focus:ring-primary/20">
|
|
<SelectValue placeholder="Pilih Model" />
|
|
</SelectTrigger>
|
|
|
|
<SelectContent
|
|
position="popper"
|
|
sideOffset={5}
|
|
className="min-w-65 bg-card border-border shadow-lg animate-in fade-in zoom-in-95 duration-200"
|
|
>
|
|
<SelectItem
|
|
value="baseline"
|
|
className="cursor-pointer px-4 py-2.5 transition-colors focus:bg-secondary focus:text-primary data-[state=checked]:text-primary data-[state=checked]:font-md"
|
|
>
|
|
Model XGBoost (Baseline)
|
|
</SelectItem>
|
|
|
|
<SelectItem
|
|
value="tuned"
|
|
className="cursor-pointer px-4 py-2.5 transition-colors focus:bg-secondary focus:text-primary data-[state=checked]:text-primary data-[state=checked]:font-md"
|
|
>
|
|
Model XGBoost (Tuned)
|
|
</SelectItem>
|
|
|
|
<SelectItem
|
|
value="optimized"
|
|
className="cursor-pointer px-4 py-2.5 transition-colors focus:bg-secondary focus:text-primary data-[state=checked]:text-primary data-[state=checked]:font-md"
|
|
>
|
|
Model XGBoost (Optimized)
|
|
</SelectItem>
|
|
</SelectContent>
|
|
</Select>
|
|
|
|
<Badge
|
|
variant="secondary"
|
|
className="bg-sentiment-positive-light text-sentiment-positive"
|
|
>
|
|
Active
|
|
</Badge>
|
|
</div>
|
|
|
|
<p className="mb-6 text-sm text-muted-foreground">
|
|
{currentModel.description}
|
|
</p>
|
|
|
|
<div className="grid grid-cols-2 gap-4">
|
|
{currentModel.metrics.map((metric) => (
|
|
<div
|
|
key={metric.label}
|
|
className={cn(
|
|
"flex items-center gap-3 rounded-lg p-3 transition-colors",
|
|
"bg-secondary/50 border border-border/40",
|
|
)}
|
|
>
|
|
<div className="rounded-lg bg-primary/10 p-2">
|
|
<metric.icon className="h-4 w-4 text-primary" />
|
|
</div>
|
|
<div>
|
|
<p className="text-xs text-muted-foreground">{metric.label}</p>
|
|
<p className="font-semibold">{metric.value}</p>
|
|
</div>
|
|
</div>
|
|
))}
|
|
</div>
|
|
|
|
<div className="mt-6 space-y-2 text-sm text-muted-foreground">
|
|
<div className="flex justify-between">
|
|
<span>Preprocessing</span>
|
|
<span className="text-foreground">
|
|
Case Folding, Stopwords, Stemming
|
|
</span>
|
|
</div>
|
|
<div className="flex justify-between">
|
|
<span>Feature Extraction</span>
|
|
<span className="text-foreground">TF-IDF Vectorization</span>
|
|
</div>
|
|
<div className="flex justify-between">
|
|
<span>Training Data</span>
|
|
<span className="text-foreground">3.445 ulasan</span>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
);
|
|
}
|