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is necessary to prevent estimates from changing in bids that use models created before the fix was released", "start": 934, "end": 1049, "loc": { "start": { "line": 32, "column": 4 }, "end": { "line": 32, "column": 119 } } }, { "type": "CommentLine", "value": " ignores prediction models that rely on entities that are not fully defined", "start": 1250, "end": 1327, "loc": { "start": { "line": 35, "column": 94 }, "end": { "line": 35, "column": 171 } } }, { "type": "CommentLine", "value": " ignores prediction models that have non-numeric results", "start": 1418, "end": 1476, "loc": { "start": { "line": 36, "column": 90 }, "end": { "line": 36, "column": 148 } } }, { "type": "CommentLine", "value": " ensures assembly context is correctly considered", "start": 1576, "end": 1627, "loc": { "start": { "line": 37, "column": 99 }, "end": { "line": 37, "column": 150 } } }, { "type": "CommentBlock", "value": "*\n * Retrieves a filtered list of prediction models\n *\n * @param {string} filterByType 'cost' or 'labor_hours' the type of models to retrieve\n * @return {object[]} List of models filtered by the filterType\n ", "start": 1642, "end": 1863, "loc": { "start": { "line": 41, "column": 2 }, "end": { "line": 46, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Determine if the line item has any prediction models\n *\n * @return {boolean}\n ", "start": 1993, "end": 2088, "loc": { "start": { "line": 51, "column": 2 }, "end": { "line": 55, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Returns the distribution ranges\n *\n * @return {number[]} The distribution ranges\n ", "start": 2217, "end": 2316, "loc": { "start": { "line": 60, "column": 2 }, "end": { "line": 64, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Retrieves a list of cost prediction models\n *\n * @return {Object[]} cost prediction models\n ", "start": 2388, "end": 2497, "loc": { "start": { "line": 69, "column": 2 }, "end": { "line": 73, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Retrieves a list of labor prediction models\n *\n * @return {Object[]} labor prediction models\n ", "start": 2579, "end": 2690, "loc": { "start": { "line": 78, "column": 2 }, "end": { "line": 82, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Retrieves the contribution weight for the line item\n *\n * @return {number} The contribution weight\n ", "start": 2780, "end": 2897, "loc": { "start": { "line": 87, "column": 2 }, "end": { "line": 91, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Gets average model value weighted by r2 for the given evaluated models\n *\n * @param {EvaluatedModel[]} evaluatedModels The evaluated model object. Must include the model's evaluated 'value' and 'r2'\n * @return {number} Weighted average\n ", "start": 3025, "end": 3281, "loc": { "start": { "line": 96, "column": 2 }, "end": { "line": 101, "column": 5 } } }, { "type": "CommentLine", "value": " @todo-justin comment this method properly", "start": 3680, "end": 3724, "loc": { "start": { "line": 116, "column": 2 }, "end": { "line": 116, "column": 46 } } }, { "type": "CommentLine", "value": " console.log('evaluatedModels', evaluatedModels);", "start": 3936, "end": 3987, "loc": { "start": { "line": 123, "column": 6 }, "end": { "line": 123, "column": 57 } } }, { "type": "CommentBlock", "value": "*\n * Get the weighted average result of the prediction models based on scaled r2\n *\n * @param {EvaluatedModel[]} evaluatedModels\n * @return {number}\n ", "start": 4548, "end": 4712, "loc": { "start": { "line": 142, "column": 2 }, "end": { "line": 147, "column": 5 } } }, { "type": "CommentLine", "value": " @todo replace the method above with this one completely, make sure no calls to this method are left", "start": 4715, "end": 4817, "loc": { "start": { "line": 148, "column": 2 }, "end": { "line": 148, "column": 104 } } }, { "type": "CommentLine", "value": " hold this for very last work item/task", "start": 4820, "end": 4861, "loc": { "start": { "line": 149, "column": 2 }, "end": { "line": 149, "column": 43 } } }, { "type": "CommentLine", "value": " scale r2 to weight .9 twice as high as .8", "start": 5029, "end": 5073, "loc": { "start": { "line": 152, "column": 75 }, "end": { "line": 152, "column": 119 } } }, { "type": "CommentBlock", "value": "*\n * Evaluates a prediction model dependency. Returns null if it cannot be evaluated.\n *\n * @param {object} modelDependency A prediction model dependency\n * @param {string} modelDependency.type The type of dependency. Either 'field' or 'metric'\n * @param {number} modelDependency.definition_id The definition id of the dependency\n * @param {string} modelDependency.field The dependencies value field. Typically 'value'\n * @param {boolean} isBaseModel Whether or not this is the base model for the line item.\n * If it is, the value should be given even if the dependency is not fully defined.\n * @return {number|null} The evaluated value of the dependency\n ", "start": 5266, "end": 5957, "loc": { "start": { "line": 157, "column": 2 }, "end": { "line": 167, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Get the dependency used by the prediction model\n *\n * @param {string} type\n * @param {number} definitionId\n * @return {object|undefined} bid entity\n ", "start": 6340, "end": 6510, "loc": { "start": { "line": 176, "column": 2 }, "end": { "line": 182, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Determine if the entity should be used to evaluate a prediction model.\n * Because of the need to maintain the integrity of old estimates,\n * a date check is used here to ensure only prediction models generated\n * after the fix date get the fix\n *\n * @param {object} entity\n * @param {?object} field\n * @return {boolean}\n ", "start": 6948, "end": 7298, "loc": { "start": { "line": 197, "column": 2 }, "end": { "line": 206, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Determines whether the given value is within the given range (including a 15% factor)\n * Range is defined as the lowest and highest values in the dataset for the given model\n *\n * @param {number[]} bounds the upper and lower bounds\n * @param {number} value the value to be evaluated\n * @return {boolean} Whether or not the value is in bounds\n ", "start": 7457, "end": 7823, "loc": { "start": { "line": 212, "column": 2 }, "end": { "line": 219, "column": 5 } } }, { "type": "CommentLine", "value": " the base_model can have no bounds for y=0a", "start": 7880, "end": 7925, "loc": { "start": { "line": 222, "column": 6 }, "end": { "line": 222, "column": 51 } } }, { "type": "CommentBlock", "value": "*\n * @typedef {Object} EvaluatedModel\n * @property {number|null} value\n * @property {boolean} isInBounds\n * @property {number} r2\n ", "start": 8072, "end": 8217, "loc": { "start": { "line": 229, "column": 2 }, "end": { "line": 234, "column": 5 } } }, { "type": "CommentBlock", "value": "*\n * Evaluates a single prediction model\n *\n * @param {object} model A prediction model to evaluate\n * @return {EvaluatedModel} The result of evaluating the model\n ", "start": 8221, "end": 8399, "loc": { "start": { "line": 236, "column": 2 }, "end": { "line": 241, "column": 5 } } }, { "type": "CommentLine", "value": " get the z-factor for this prediction model for each calculation", "start": 8667, "end": 8733, "loc": { "start": { "line": 248, "column": 4 }, "end": { "line": 248, "column": 70 } } }, { "type": "CommentBlock", "value": " console.log('OUT OF BOUNDS');\n console.log('model', model);\n console.log('dependencyValues', dependencyValues);\n console.log('modelValue', modelValue); ", "start": 9537, "end": 9721, "loc": { "start": { "line": 267, "column": 10 }, "end": { "line": 270, "column": 51 } } }, { "type": "CommentBlock", "value": " console.log('range', range);\n console.log('r2', model.model.r2);\n console.log('std_dev_error_mean', std_dev_error_mean);\n console.log('std_dev_error', std_dev_error);\n console.log('equation', model.model.equation);\n console.log('dependencyValues', dependencyValues);\n console.log('jstat', jStat.normal.inv((range / 100), std_dev_error_mean, std_dev_error));\n console.log('modelValue', modelValue);\n console.log('boundsCalculation', boundsCalculation);", "start": 11398, "end": 11942, "loc": { "start": { "line": 305, "column": 12 }, "end": { "line": 313, "column": 66 } } }, { "type": "CommentLine", "value": " console.log('bounds', bounds);", "start": 12061, "end": 12094, "loc": { "start": { "line": 318, "column": 10 }, "end": { "line": 318, "column": 43 } } }, { "type": "CommentBlock", "value": "*\n * Evaluates all the given models and returns a weighted average of the significant results\n *\n * 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