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GlickoEstimator.mbconfig
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{
"Scenario": "Regression",
"DataSource": {
"Type": "TabularFile",
"Version": 1,
"FilePath": "C:\\Users\\CSDotNET\\source\\repos\\Minomuncher\\NeuralNetwork\\bin\\Debug\\net8.0\\OutputFile.csv",
"Delimiter": ",",
"DecimalMarker": ".",
"HasHeader": true,
"ColumnProperties": [
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"ColumnPurpose": "Ignore",
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"IsCategorical": false,
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"Version": 4
},
{
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},
{
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},
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},
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},
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},
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{
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},
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},
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},
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},
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},
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{
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},
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},
{
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},
{
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},
{
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{
"ColumnName": "ComboChainAPM",
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},
{
"ColumnName": "ComboChainAttack",
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},
{
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},
{
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},
{
"ColumnName": "AverageDefencePotential",
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},
{
"ColumnName": "BlockfishScore",
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"Type": "Column",
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},
{
"ColumnName": "BurstPPS",
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},
{
"ColumnName": "AttackDelayRate",
"ColumnPurpose": "Feature",
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"IsCategorical": false,
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},
{
"ColumnName": "PreAttackDelayRate",
"ColumnPurpose": "Feature",
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"IsCategorical": false,
"Type": "Column",
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}
]
},
"Environment": {
"Type": "LocalCPU",
"Version": 1
},
"RunHistory": {
"Version": 3,
"Type": "Result",
"Trials": [
{
"Version": 1,
"Type": "Trial",
"TrainerName": "LightGbmRegression",
"Score": 0.96313208037525855,
"RuntimeInSeconds": 112.089,
"Parameter": {
"_SCHEMA_": "e0 * e1 * e4",
"e0": {
"OutputColumnNames": [
"Single",
"Double",
"Triple",
"Quad",
"Tspin",
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"TspinDouble",
"TspinTriple",
"TspinMini",
"TspinMiniSingle",
"PerfectClear",
"TEfficiency",
"IEfficiency",
"CheeseApl",
"DownStackAPL",
"UpStackAPL",
"APL",
"APP",
"KPP",
"KPS",
"StackHeight",
"GarbageHeight",
"SpikeEfficiency",
"APM",
"OpenerAPM",
"MidGameAPM",
"PPS",
"OpenerPPS",
"MidGamePPS",
"BTBChainEfficiency",
"BTBChain",
"BTBChainAPM",
"BTBChainAttack",
"BTBChainAPP",
"BTBChainEfficiency2",
"ComboChain",
"ComboChainAPM",
"ComboChainAttack",
"ComboChainAPP",
"AverageSpikePotential",
"AverageDefencePotential",
"BlockfishScore",
"BurstPPS",
"AttackDelayRate",
"PreAttackDelayRate"
],
"InputColumnNames": [
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"Triple",
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"CheeseApl",
"DownStackAPL",
"UpStackAPL",
"APL",
"APP",
"KPP",
"KPS",
"StackHeight",
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"SpikeEfficiency",
"APM",
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"MidGameAPM",
"PPS",
"OpenerPPS",
"MidGamePPS",
"BTBChainEfficiency",
"BTBChain",
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"BTBChainAttack",
"BTBChainAPP",
"BTBChainEfficiency2",
"ComboChain",
"ComboChainAPM",
"ComboChainAttack",
"ComboChainAPP",
"AverageSpikePotential",
"AverageDefencePotential",
"BlockfishScore",
"BurstPPS",
"AttackDelayRate",
"PreAttackDelayRate"
]
},
"e1": {
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"CheeseApl",
"DownStackAPL",
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"StackHeight",
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"SpikeEfficiency",
"APM",
"OpenerAPM",
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"PPS",
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"MidGamePPS",
"BTBChainEfficiency",
"BTBChain",
"BTBChainAPM",
"BTBChainAttack",
"BTBChainAPP",
"BTBChainEfficiency2",
"ComboChain",
"ComboChainAPM",
"ComboChainAttack",
"ComboChainAPP",
"AverageSpikePotential",
"AverageDefencePotential",
"BlockfishScore",
"BurstPPS",
"AttackDelayRate",
"PreAttackDelayRate"
],
"OutputColumnName": "Features"
},
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"LearningRate": 0.0348779173562721,
"NumberOfTrees": 5351,
"SubsampleFraction": 0.0061741871698588451,
"MaximumBinCountPerFeature": 272,
"FeatureFraction": 0.99999999,
"L1Regularization": 4.7513746122649925E-09,
"L2Regularization": 0.21221332035143939,
"LabelColumnName": "Glicko",
"FeatureColumnName": "Features"
},
"e2": {
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"MinimumExampleCountPerLeaf": 20,
"NumberOfTrees": 4,
"MaximumBinCountPerFeature": 255,
"FeatureFraction": 1.0,
"LearningRate": 0.099999999999999978,
"LabelColumnName": "Glicko",
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},
"e3": {
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"FeatureFraction": 1.0,
"LabelColumnName": "Glicko",
"FeatureColumnName": "Features"
},
"e5": {
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"L2Regularization": 1.0,
"LabelColumnName": "Glicko",
"FeatureColumnName": "Features"
},
"e6": {
"L1Regularization": 1.0,
"L2Regularization": 0.1,
"LabelColumnName": "Glicko",
"FeatureColumnName": "Features"
}
}
},
{
"Version": 1,
"Type": "Trial",
"TrainerName": "LightGbmRegression",
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