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File size: 1,481 Bytes
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import type { TaskDataCustom } from "../Types";
const taskData: TaskDataCustom = {
datasets: [
{
description: "A comprehensive curation of datasets covering all benchmarks.",
id: "inria-soda/tabular-benchmark",
},
],
demo: {
inputs: [
{
table: [
["Glucose", "Blood Pressure ", "Skin Thickness", "Insulin", "BMI"],
["148", "72", "35", "0", "33.6"],
["150", "50", "30", "0", "35.1"],
["141", "60", "29", "1", "39.2"],
],
type: "tabular",
},
],
outputs: [
{
table: [["Diabetes"], ["1"], ["1"], ["0"]],
type: "tabular",
},
],
},
metrics: [
{
description: "",
id: "accuracy",
},
{
description: "",
id: "recall",
},
{
description: "",
id: "precision",
},
{
description: "",
id: "f1",
},
],
models: [
{
description: "Breast cancer prediction model based on decision trees.",
id: "scikit-learn/cancer-prediction-trees",
},
],
spaces: [
{
description: "An application that can predict defective products on a production line.",
id: "scikit-learn/tabular-playground",
},
{
description: "An application that compares various tabular classification techniques on different datasets.",
id: "scikit-learn/classification",
},
],
summary: "Tabular classification is the task of classifying a target category (a group) based on set of attributes.",
widgetModels: ["scikit-learn/tabular-playground"],
youtubeId: "",
};
export default taskData;
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