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Browse files- sdd-distiller-v1-meta.json +98 -0
sdd-distiller-v1-meta.json
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{
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"version": "1.0.0",
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"feature_keys": [
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"isHighValueTag",
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"isMediumValueTag",
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"isContainerTag",
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"isInteractive",
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"isClickable",
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"hasTabIndex",
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"hasRole",
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"roleBaseScore",
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"hasAriaLabel",
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"hasAriaLabelledBy",
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"hasAriaDescribedBy",
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"hasAriaRequired",
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"hasAriaExpanded",
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"hasAriaLive",
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"hasTestId",
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"hasText",
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"textLength",
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"isLabelText",
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"isActionText",
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"childCount",
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"hasChildren",
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"isLeaf",
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"depth",
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"depthPenalty",
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"fontSizeNorm",
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"isBold",
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"areaRatio",
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"isAboveFold",
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"isLargeElement",
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"hasHref",
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"hasAlt",
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"hasPlaceholder",
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"isRequired",
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"isDisabled",
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"inputType",
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"headingLevel",
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"parentIsForm",
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"parentIsNav",
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"parentIsTable",
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"parentIsInteractive",
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"ancestorScore"
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],
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"feature_dim": 41,
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"model_type": "GradientBoostingRegressor",
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"n_estimators": 200,
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"training_samples": 50000,
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"metrics": {
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"rmse": 0.034717869182546636,
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"mae": 0.02690268902210912,
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"r2": 0.9762431439741864,
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"threshold_accuracy": 0.9701333333333333
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},
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"top_features": [
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{
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"name": "parentIsForm",
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"importance": 0.2961491099187265
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},
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{
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"name": "isInteractive",
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"importance": 0.16371710330835387
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},
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{
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"name": "isHighValueTag",
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"importance": 0.11908725354640404
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},
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{
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"name": "depthPenalty",
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"importance": 0.1007855547538621
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},
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{
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"name": "depth",
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"importance": 0.09418485816239276
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},
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{
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"name": "roleBaseScore",
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| 79 |
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"importance": 0.08955360554114436
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},
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{
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"name": "isDisabled",
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"importance": 0.033391569472455924
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},
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{
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"name": "parentIsNav",
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"importance": 0.021145684124583324
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},
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{
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"name": "hasHref",
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"importance": 0.019831745870061573
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},
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{
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"name": "isContainerTag",
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"importance": 0.016910141815356716
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| 96 |
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}
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]
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}
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