123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641 |
- {
- "status" : {
- "state" : "SUCCESS"
- },
- "results" : {
- "records" : 594,
- "root" : {
- "value" : 112.4850505050505,
- "records" : 594,
- "ruleLabel" : "",
- "input" : -1,
- "id" : 0,
- "inputValues" : [],
- "children" : [{
- "value" : -0.2905042016806721,
- "records" : 119,
- "ruleLabel" : "<= 36.35",
- "input" : 0,
- "id" : 1,
- "inputValues" : [0],
- "children" : [],
- "stats" : {
- "df2" : 0,
- "effect" : 0,
- "stdDev" : 15.459153662054598,
- "f" : 0,
- "adjSig" : 0,
- "average" : -0.2905042016806721,
- "df1" : 0
- }
- }, {
- "value" : 20.00117647058823,
- "records" : 119,
- "ruleLabel" : "= 36.35 to 68.94",
- "input" : 0,
- "id" : 2,
- "inputValues" : [1],
- "children" : [],
- "stats" : {
- "df2" : 0,
- "effect" : 0,
- "stdDev" : 25.40240186750233,
- "f" : 0,
- "adjSig" : 0,
- "average" : 20.00117647058823,
- "df1" : 0
- }
- }, {
- "value" : 48.46159663865545,
- "records" : 119,
- "ruleLabel" : "= 68.94 to 126.48",
- "input" : 0,
- "id" : 3,
- "inputValues" : [2],
- "children" : [],
- "stats" : {
- "df2" : 0,
- "effect" : 0,
- "stdDev" : 26.881131022638545,
- "f" : 0,
- "adjSig" : 0,
- "average" : 48.46159663865545,
- "df1" : 0
- }
- }, {
- "value" : 113.75394957983193,
- "records" : 119,
- "ruleLabel" : "= 126.48 to 236",
- "input" : 0,
- "id" : 4,
- "inputValues" : [3],
- "children" : [{
- "value" : 137.41249999999997,
- "records" : 56,
- "ruleLabel" : "<= 50",
- "input" : 1,
- "id" : 6,
- "inputValues" : [0, 1, 2],
- "children" : [],
- "stats" : {
- "df2" : 0,
- "effect" : 0,
- "stdDev" : 33.477007699993976,
- "f" : 0,
- "adjSig" : 0,
- "average" : 137.41249999999997,
- "df1" : 0
- }
- }, {
- "value" : 92.72412698412698,
- "records" : 63,
- "ruleLabel" : "> 50",
- "input" : 1,
- "id" : 7,
- "inputValues" : [3, 4],
- "children" : [],
- "stats" : {
- "df2" : 0,
- "effect" : 0,
- "stdDev" : 40.2581881727352,
- "f" : 0,
- "adjSig" : 0,
- "average" : 92.72412698412698,
- "df1" : 0
- }
- }
- ],
- "stats" : {
- "df2" : 117,
- "effect" : 0.2675035071696037,
- "stdDev" : 43.30914471130268,
- "f" : 42.727727224887005,
- "adjSig" : 6.869981371762505e-9,
- "average" : 113.75394957983193,
- "df1" : 1
- }
- }, {
- "value" : 382.7703389830508,
- "records" : 118,
- "ruleLabel" : "> 236",
- "input" : 0,
- "id" : 5,
- "inputValues" : [4],
- "children" : [],
- "stats" : {
- "df2" : 0,
- "effect" : 0,
- "stdDev" : 294.21637163257293,
- "f" : 0,
- "adjSig" : 0,
- "average" : 382.7703389830508,
- "df1" : 0
- }
- }
- ],
- "stats" : {
- "df2" : 589,
- "effect" : 0.524817643132174,
- "stdDev" : 193.39220817171517,
- "f" : 162.63103382162865,
- "adjSig" : 1.0647681822688998e-93,
- "average" : 112.4850505050505,
- "df1" : 4
- }
- },
- "fields" : {
- "target" : {
- "label" : "Net Profit",
- "id" : "[0].[Net Profit]"
- },
- "inputs" : [{
- "values" : [{
- "upper" : {
- "value" : 36.35,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 36.35,
- "intervalType" : "open"
- },
- "upper" : {
- "value" : 68.94,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 68.94,
- "intervalType" : "open"
- },
- "upper" : {
- "value" : 126.48,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 126.48,
- "intervalType" : "open"
- },
- "upper" : {
- "value" : 236,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 236,
- "intervalType" : "open"
- }
- }
- ],
- "label" : "Worldwide Gross",
- "id" : "[0].[Worldwide Gross]"
- }, {
- "values" : [{
- "upper" : {
- "value" : 20,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 20,
- "intervalType" : "open"
- },
- "upper" : {
- "value" : 30,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 30,
- "intervalType" : "open"
- },
- "upper" : {
- "value" : 50,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 50,
- "intervalType" : "open"
- },
- "upper" : {
- "value" : 85,
- "intervalType" : "closed"
- }
- }, {
- "lower" : {
- "value" : 85,
- "intervalType" : "open"
- }
- }
- ],
- "label" : "Budget",
- "id" : "[0].[Budget]"
- }
- ]
- },
- "accuracy" : 0.5274871931604797,
- "type" : "TREE_CONTINUOUS",
- "insights" : {
- "significant" : {
- "high" : [{
- "inputs" : [5]
- }
- ]
- },
- "group" : {
- "high" : [{
- "inputs" : [5]
- }
- ],
- "low" : [{
- "inputs" : [1]
- }, {
- "inputs" : [2]
- }, {
- "inputs" : [3]
- }
- ],
- "medium" : [{
- "inputs" : [7]
- }, {
- "inputs" : [6]
- }
- ]
- }
- },
- "id" : "TREE_[0].[Net Profit]_[0].[Worldwide Gross]_BinningTrans_[0].[Net Profit]_[0].[Budget]_BinningTrans",
- "interestingness" : 0.5748584682342955,
- "stats" : {
- "statisticalDetails" : {
- "fields" : {
- "target" : {
- "label" : "[0].[Net Profit]",
- "id" : "[0].[Net Profit]"
- },
- "inputs" : [{
- "label" : "[0].[Worldwide Gross]",
- "id" : "[0].[Net Profit]_[0].[Worldwide Gross]_BinningTrans"
- }, {
- "label" : "[0].[Budget]",
- "id" : "[0].[Net Profit]_[0].[Budget]_BinningTrans"
- }
- ]
- },
- "statisticalContent" : [{
- "content" : "Decision tree",
- "type" : "SECTIONTITLE"
- }, {
- "content" : {
- "value" : [{
- "type" : "STRING",
- "$ref" : "/fields/inputs/[0].[Net Profit]_[0].[Worldwide Gross]_BinningTrans"
- }, " and ", {
- "type" : "STRING",
- "$ref" : "/fields/inputs/[0].[Net Profit]_[0].[Budget]_BinningTrans"
- }, " predict ", {
- "style" : ["emphasize"],
- "type" : "STRING",
- "$ref" : "/fields/target/[0].[Net Profit]"
- }, "."],
- "type" : "COMPLEXSTRING"
- },
- "type" : "DESCRIPTION"
- }, {
- "content" : "Statistical details",
- "type" : "SECTIONTITLE"
- }, {
- "content" : {
- "value" : [{
- "type" : "STRING",
- "$ref" : "/fields/target/[0].[Net Profit]"
- }, " is a continuous target, so a CHAID regression tree is used."],
- "type" : "COMPLEXSTRING"
- },
- "type" : "DESCRIPTION"
- }, {
- "content" : {
- "value" : ["Predictive strength (1 - Relative error): ", {
- "value" : 0.5274871931604797,
- "format" : {
- "style" : "percent",
- "footnoteLabel" : false,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }
- ],
- "type" : "COMPLEXSTRING"
- },
- "type" : "DESCRIPTION"
- }, {
- "content" : {
- "headers" : [["Records included", "Records excluded"]],
- "title" : "Records summary",
- "rows" : [[{
- "value" : [{
- "value" : 594,
- "type" : "NUMBER"
- }, "(", {
- "value" : 1,
- "format" : {
- "style" : "percent",
- "footnoteLabel" : false,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }, {
- "value" : [{
- "value" : 0,
- "type" : "NUMBER"
- }, "(", {
- "value" : 0,
- "format" : {
- "style" : "percent",
- "footnoteLabel" : false,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }
- ]]
- },
- "type" : "TABLE"
- }, {
- "content" : {
- "footNotes" : [{
- "value" : ["The predictor importance value is less than 0.01 for the following inputs:", {
- "type" : "STRING",
- "$ref" : "/fields/inputs/[0].[Net Profit]_[0].[Budget]_BinningTrans"
- }
- ],
- "type" : "MULTILINE"
- }
- ],
- "headers" : [["Input", "Value"]],
- "title" : "Predictor importance",
- "rows" : [[{
- "type" : "STRING",
- "$ref" : "/fields/inputs/[0].[Net Profit]_[0].[Worldwide Gross]_BinningTrans"
- }, {
- "value" : 1,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }
- ], []]
- },
- "type" : "TABLE"
- }, {
- "content" : {
- "footNotes" : [{
- "value" : [{
- "value" : [{
- "value" : "a",
- "format" : {
- "footnoteLabel" : true,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "STRING"
- }, "Each t value has df=", {
- "value" : 588,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, {
- "value" : ".",
- "type" : "STRING"
- }
- ],
- "type" : "COMPLEXSTRING"
- }, "Leaf nodes in the high group have high means compared to the root node.", "Leaf nodes in the low group have low means compared to the root node."],
- "type" : "MULTILINE"
- }, "Medium leaf nodes, if any, are not listed."],
- "headers" : [["Type", "Leaf node", {
- "value" : ["t", {
- "value" : "a",
- "format" : {
- "footnoteLabel" : true,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "STRING"
- }
- ],
- "type" : "COMPLEXSTRING"
- }, "Sig."]],
- "title" : "Test results for high/low analysis",
- "rows" : [[{
- "value" : "High",
- "style" : ["emphasize"],
- "rowSpan" : 1,
- "type" : "STRING"
- }, {
- "value" : ["(", "[0].[Worldwide Gross]", "> ", {
- "value" : 236,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }, {
- "value" : 21.992720941105542,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, "< 0.0001"], [{
- "value" : "Low",
- "style" : ["emphasize"],
- "rowSpan" : 3,
- "type" : "STRING"
- }, {
- "value" : ["(", "[0].[Worldwide Gross]", " = ", {
- "value" : 68.94,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, " to ", {
- "value" : 126.48,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }, {
- "value" : -5.23152291670605,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, "< 0.0001"], [{
- "value" : ["(", "[0].[Worldwide Gross]", " = ", {
- "value" : 36.35,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, " to ", {
- "value" : 68.94,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }, {
- "value" : -7.557097863647135,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, "< 0.0001"], [{
- "value" : ["(", "[0].[Worldwide Gross]", "<= ", {
- "value" : 36.35,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }, {
- "value" : -9.215183862521618,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, "< 0.0001"]]
- },
- "type" : "TABLE"
- }, {
- "content" : {
- "headers" : [["Type", "Leaf node", "Modified z"]],
- "title" : "Test results for unusually high/low analysis",
- "rows" : [[{
- "value" : "Unusually high",
- "style" : ["emphasize"],
- "rowSpan" : 1,
- "type" : "STRING"
- }, {
- "value" : ["(", "[0].[Worldwide Gross]", "> ", {
- "value" : 236,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 0,
- "maximumFractionDigits" : 0,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }, ")"],
- "type" : "COMPLEXSTRING"
- }, {
- "value" : 5.094334999910509,
- "format" : {
- "footnoteLabel" : false,
- "minimumFractionDigits" : 2,
- "maximumFractionDigits" : 2,
- "scientificNotation" : false,
- "boundByDecimal" : false
- },
- "type" : "NUMBER"
- }
- ]]
- },
- "type" : "TABLE"
- }, {
- "content" : {
- "value" : [{
- "bullets" : ["Equal frequency binning was performed."],
- "title" : {
- "type" : "STRING",
- "$ref" : "/fields/inputs/[0].[Net Profit]_[0].[Worldwide Gross]_BinningTrans"
- }
- }, {
- "bullets" : ["Equal frequency binning was performed."],
- "title" : {
- "type" : "STRING",
- "$ref" : "/fields/inputs/[0].[Net Profit]_[0].[Budget]_BinningTrans"
- }
- }
- ],
- "title" : "Field transformations"
- },
- "type" : "FIELDTRANSFORMATIONS"
- }
- ]
- }
- }
- }
- }
|