FEA-Bench / testbed /fairlearn__fairlearn /visualization /FairnessDashboard /src /Controls /AccuracyTab.tsx
| import React from "react"; | |
| import { localization } from "../Localization/localization"; | |
| import { Stack, StackItem } from "office-ui-fabric-react/lib/Stack"; | |
| import { DataSpecificationBlade } from "./DataSpecificationBlade"; | |
| import { IWizardTabProps } from "../IWizardTabProps"; | |
| import { WizardFooter } from "./WizardFooter"; | |
| import { TileList } from "./TileList"; | |
| import { IAccuracyPickerProps } from "../FairnessWizard"; | |
| import { mergeStyleSets } from "@uifabric/styling"; | |
| import { PredictionTypes } from "../IFairnessProps"; | |
| export interface IAccuracyPickingTabProps extends IWizardTabProps { | |
| accuracyPickerProps: IAccuracyPickerProps | |
| } | |
| export class AccuracyTab extends React.PureComponent<IAccuracyPickingTabProps> { | |
| private static readonly classNames = mergeStyleSets({ | |
| itemCell: [ | |
| { | |
| padding: "30px 36px 20px 0", | |
| width: "100%", | |
| position: "relative", | |
| float: "left", | |
| cursor: "pointer", | |
| boxSizing: "border-box", | |
| borderBottom: "1px solid #CCCCCC", | |
| selectors: { | |
| '&:hover': { background: "lightgray" } | |
| } | |
| } | |
| ], | |
| iconClass: { | |
| fontSize: "20px", | |
| position: "absolute", | |
| right: "10px", | |
| top: "10px" | |
| }, | |
| itemsList: { | |
| overflowY: "auto" | |
| }, | |
| frame: { | |
| height: "100%", | |
| }, | |
| main: { | |
| height: "100%", | |
| maxWidth: "750px", | |
| flex: 1 | |
| }, | |
| header: { | |
| color: "#333333", | |
| fontSize: "32px", | |
| lineHeight: "39px", | |
| fontWeight: "100", | |
| margin: "26px 0" | |
| }, | |
| textBody: { | |
| paddingTop: "12px", | |
| fontSize: "18px", | |
| lineHeight: "24px", | |
| fontWeight: "300", | |
| paddingBottom: "12px" | |
| } | |
| }); | |
| render(): React.ReactNode { | |
| return( | |
| <Stack horizontal horizontalAlign="space-between" className={AccuracyTab.classNames.frame}> | |
| <Stack className={AccuracyTab.classNames.main}> | |
| <h2 className={AccuracyTab.classNames.header}> | |
| {localization.Accuracy.header} | |
| </h2> | |
| <p className={AccuracyTab.classNames.textBody}>{localization.formatString(localization.Accuracy.body, | |
| this.props.dashboardContext.modelMetadata.predictionType !== PredictionTypes.regression ? | |
| localization.Accuracy.binary : | |
| localization.Accuracy.continuous, | |
| this.props.dashboardContext.modelMetadata.predictionType === PredictionTypes.binaryClassification ? | |
| localization.Accuracy.binary : | |
| localization.Accuracy.continuous, | |
| this.props.dashboardContext.predictions.length === 1 ? | |
| localization.Accuracy.modelMakes : | |
| localization.Accuracy.modelsMake | |
| )}</p> | |
| <StackItem grow={2} className={AccuracyTab.classNames.itemsList}> | |
| <TileList | |
| items={this.props.accuracyPickerProps.accuracyOptions.map((accuracy, index) => { | |
| return { | |
| title: accuracy.title, | |
| description: accuracy.description, | |
| onSelect: this.props.accuracyPickerProps.onAccuracyChange.bind(this, accuracy.key), | |
| selected: this.props.accuracyPickerProps.selectedAccuracyKey === accuracy.key | |
| }; | |
| })} | |
| /> | |
| </StackItem> | |
| <WizardFooter onNext={this.props.onNext} onPrevious={this.props.onPrevious}/> | |
| </Stack> | |
| <DataSpecificationBlade | |
| numberRows={this.props.dashboardContext.dataset.length} | |
| featureNames={this.props.dashboardContext.modelMetadata.featureNames}/> | |
| </Stack> | |
| ); | |
| } | |
| } |