StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
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192 lines
5.6 KiB
192 lines
5.6 KiB
4 years ago
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'use strict';
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function _interopDefault (ex) { return (ex && (typeof ex === 'object') && 'default' in ex) ? ex['default'] : ex; }
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var debounce = _interopDefault(require('debounce'));
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function _classCallCheck(instance, Constructor) {
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if (!(instance instanceof Constructor)) {
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throw new TypeError("Cannot call a class as a function");
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}
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}
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function _slicedToArray(arr, i) {
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return _arrayWithHoles(arr) || _iterableToArrayLimit(arr, i) || _nonIterableRest();
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}
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function _arrayWithHoles(arr) {
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if (Array.isArray(arr)) return arr;
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}
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function _iterableToArrayLimit(arr, i) {
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if (!(Symbol.iterator in Object(arr) || Object.prototype.toString.call(arr) === "[object Arguments]")) {
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return;
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}
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var _arr = [];
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var _n = true;
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var _d = false;
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var _e = undefined;
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try {
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for (var _i = arr[Symbol.iterator](), _s; !(_n = (_s = _i.next()).done); _n = true) {
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_arr.push(_s.value);
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if (i && _arr.length === i) break;
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}
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} catch (err) {
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_d = true;
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_e = err;
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} finally {
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try {
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if (!_n && _i["return"] != null) _i["return"]();
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} finally {
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if (_d) throw _e;
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}
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}
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return _arr;
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}
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function _nonIterableRest() {
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throw new TypeError("Invalid attempt to destructure non-iterable instance");
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}
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var Prop = function Prop(name, _ref) {
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var _ref$default = _ref["default"],
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defaultVal = _ref$default === void 0 ? null : _ref$default,
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_ref$triggerUpdate = _ref.triggerUpdate,
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triggerUpdate = _ref$triggerUpdate === void 0 ? true : _ref$triggerUpdate,
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_ref$onChange = _ref.onChange,
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onChange = _ref$onChange === void 0 ? function (newVal, state) {} : _ref$onChange;
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_classCallCheck(this, Prop);
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this.name = name;
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this.defaultVal = defaultVal;
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this.triggerUpdate = triggerUpdate;
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this.onChange = onChange;
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};
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function index (_ref2) {
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var _ref2$stateInit = _ref2.stateInit,
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stateInit = _ref2$stateInit === void 0 ? function () {
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return {};
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} : _ref2$stateInit,
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_ref2$props = _ref2.props,
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rawProps = _ref2$props === void 0 ? {} : _ref2$props,
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_ref2$methods = _ref2.methods,
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methods = _ref2$methods === void 0 ? {} : _ref2$methods,
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_ref2$aliases = _ref2.aliases,
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aliases = _ref2$aliases === void 0 ? {} : _ref2$aliases,
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_ref2$init = _ref2.init,
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initFn = _ref2$init === void 0 ? function () {} : _ref2$init,
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_ref2$update = _ref2.update,
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updateFn = _ref2$update === void 0 ? function () {} : _ref2$update;
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// Parse props into Prop instances
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var props = Object.keys(rawProps).map(function (propName) {
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return new Prop(propName, rawProps[propName]);
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});
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return function () {
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var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};
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// Holds component state
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var state = Object.assign({}, stateInit instanceof Function ? stateInit(options) : stateInit, // Support plain objects for backwards compatibility
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{
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initialised: false
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}); // keeps track of which props triggered an update
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var changedProps = {}; // Component constructor
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function comp(nodeElement) {
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initStatic(nodeElement, options);
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digest();
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return comp;
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}
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var initStatic = function initStatic(nodeElement, options) {
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initFn.call(comp, nodeElement, state, options);
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state.initialised = true;
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};
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var digest = debounce(function () {
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if (!state.initialised) {
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return;
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}
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updateFn.call(comp, state, changedProps);
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changedProps = {};
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}, 1); // Getter/setter methods
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props.forEach(function (prop) {
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comp[prop.name] = getSetProp(prop);
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function getSetProp(_ref3) {
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var prop = _ref3.name,
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_ref3$triggerUpdate = _ref3.triggerUpdate,
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redigest = _ref3$triggerUpdate === void 0 ? false : _ref3$triggerUpdate,
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_ref3$onChange = _ref3.onChange,
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onChange = _ref3$onChange === void 0 ? function (newVal, state) {} : _ref3$onChange,
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_ref3$defaultVal = _ref3.defaultVal,
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defaultVal = _ref3$defaultVal === void 0 ? null : _ref3$defaultVal;
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return function (_) {
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var curVal = state[prop];
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if (!arguments.length) {
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return curVal;
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} // Getter mode
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var val = _ === undefined ? defaultVal : _; // pick default if value passed is undefined
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state[prop] = val;
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onChange.call(comp, val, state, curVal); // track changed props
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!changedProps.hasOwnProperty(prop) && (changedProps[prop] = curVal);
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if (redigest) {
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digest();
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}
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return comp;
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};
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}
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}); // Other methods
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Object.keys(methods).forEach(function (methodName) {
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comp[methodName] = function () {
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var _methods$methodName;
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for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {
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args[_key] = arguments[_key];
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}
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return (_methods$methodName = methods[methodName]).call.apply(_methods$methodName, [comp, state].concat(args));
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};
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}); // Link aliases
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Object.entries(aliases).forEach(function (_ref4) {
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var _ref5 = _slicedToArray(_ref4, 2),
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alias = _ref5[0],
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target = _ref5[1];
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return comp[alias] = comp[target];
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}); // Reset all component props to their default value
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comp.resetProps = function () {
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props.forEach(function (prop) {
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comp[prop.name](prop.defaultVal);
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});
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return comp;
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}; //
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comp.resetProps(); // Apply all prop defaults
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state._rerender = digest; // Expose digest method
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return comp;
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};
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}
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module.exports = index;
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