PILOT/decision_rules.json at main · momo-trip/PILOT · GitHub

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{
    "feature_thresholds": {
        "close": {
            "diameter": {
                "operator": ">=",
                "value": 10.0,
                "correlation": 0.5248048670421284,
                "interpretation": "close is favorable when diameter is at least 10.000"
            },
            "avg_shortest_path": {
                "operator": ">=",
                "value": 4.3244233842816175,
                "correlation": 0.4722012403573446,
                "interpretation": "close is favorable when avg_shortest_path is at least 4.324"
            },
            "closeness_centrality_skew": {
                "operator": ">=",
                "value": 5.224372255133297,
                "correlation": 0.4255863205147668,
                "interpretation": "close is favorable when closeness_centrality_skew is at least 5.224"
            },
            "largest_scc_size": {
                "operator": "<=",
                "value": 3.0,
                "correlation": -0.42043995053183997,
                "interpretation": "close is favorable when largest_scc_size is at most 3.000"
            },
            "largest_scc_ratio": {
                "operator": "<=",
                "value": 0.00919756427204674,
                "correlation": -0.3970422252233999,
                "interpretation": "close is favorable when largest_scc_ratio is at most 0.009"
            }
        },
        "page": {
            "largest_scc_size": {
                "operator": "<=",
                "value": 3.0,
                "correlation": -0.39187294111558185,
                "interpretation": "page is favorable when largest_scc_size is at most 3.000"
            },
            "largest_scc_ratio": {
                "operator": "<=",
                "value": 0.00919756427204674,
                "correlation": -0.3876569007147688,
                "interpretation": "page is favorable when largest_scc_ratio is at most 0.009"
            }
        },
        "bet": {
            "pagerank_top10_concentration": {
                "operator": ">=",
                "value": 0.4047762803314465,
                "correlation": 0.4619949443617234,
                "interpretation": "bet is favorable when pagerank_top10_concentration is at least 0.405"
            },
            "pagerank_gini": {
                "operator": ">=",
                "value": 0.4063134437962211,
                "correlation": 0.46138264351051944,
                "interpretation": "bet is favorable when pagerank_gini is at least 0.406"
            },
            "pagerank_skew": {
                "operator": ">=",
                "value": 8.179620933876121,
                "correlation": 0.3762346869287595,
                "interpretation": "bet is favorable when pagerank_skew is at least 8.180"
            },
            "density": {
                "operator": "<=",
                "value": 0.00302486337363738,
                "correlation": -0.3750317545692101,
                "interpretation": "bet is favorable when density is at most 0.003"
            },
            "diameter": {
                "operator": ">=",
                "value": 10.0,
                "correlation": 0.3532792537870505,
                "interpretation": "bet is favorable when diameter is at least 10.000"
            }
        },
        "deg": {
            "closeness_centrality_skew": {
                "operator": ">=",
                "value": 5.224372255133297,
                "correlation": 0.4566333608019036,
                "interpretation": "deg is favorable when closeness_centrality_skew is at least 5.224"
            },
            "pagerank_top10_concentration": {
                "operator": ">=",
                "value": 0.4047762803314465,
                "correlation": 0.39925128473358296,
                "interpretation": "deg is favorable when pagerank_top10_concentration is at least 0.405"
            },
            "pagerank_gini": {
                "operator": ">=",
                "value": 0.4063134437962211,
                "correlation": 0.3919815075005475,
                "interpretation": "deg is favorable when pagerank_gini is at least 0.406"
            },
            "diameter": {
                "operator": ">=",
                "value": 10.0,
                "correlation": 0.3887011653708611,
                "interpretation": "deg is favorable when diameter is at least 10.000"
            },
            "pagerank_skew": {
                "operator": ">=",
                "value": 8.179620933876121,
                "correlation": 0.3167266332151356,
                "interpretation": "deg is favorable when pagerank_skew is at least 8.180"
            }
        }
    }
}