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25 changes: 12 additions & 13 deletions
25
test/BaselineOutput/Common/Command/linux-arm/CommandTrainMlrWithStats-summary.txt
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LbfgsMaximumEntropyMulticlassTrainer bias and non-zero weights | ||
Iris-setosa+(Bias) 2.2171915 | ||
Iris-versicolor+(Bias) 0.7695086 | ||
Iris-virginica+(Bias) -3.034663 | ||
Iris-setosa+f3 -3.180634 | ||
Iris-setosa+f2 -2.88663 | ||
Iris-setosa+f1 0.5392878 | ||
Iris-setosa+f0 -0.03958065 | ||
Iris-versicolor+f1 -0.7073272 | ||
Iris-virginica+f3 3.158146 | ||
Iris-virginica+f2 1.907791 | ||
Iris-virginica+f0 0.01793481 | ||
Iris-versicolor+(Bias) 0.76931 | ||
Iris-virginica+(Bias) -2.9864972 | ||
Iris-setosa+f3 -3.179184 | ||
Iris-setosa+f2 -2.8718326 | ||
Iris-setosa+f1 0.5830593 | ||
Iris-versicolor+f1 -0.68959576 | ||
Iris-virginica+f3 3.145027 | ||
Iris-virginica+f2 1.882819 | ||
Iris-virginica+f0 0.0037482954 | ||
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*** MODEL STATISTICS SUMMARY *** | ||
Count of training examples: 150 | ||
Residual Deviance: 132.0122 | ||
Null Deviance: 329.5837 | ||
AIC: 154.0122 | ||
Residual Deviance: 132.4371 | ||
Null Deviance: 329.58368 | ||
AIC: 152.4371 |
644 changes: 322 additions & 322 deletions
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test/BaselineOutput/Common/Command/linux-arm/CommandTrainRanking-3-metrics.txt
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644 changes: 322 additions & 322 deletions
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test/BaselineOutput/Common/Command/linux-arm/CommandTrainRanking-data.txt
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10 changes: 5 additions & 5 deletions
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test/BaselineOutput/Common/Command/linux-arm/CommandTrainTestFCCAdult-metrics-fcc-str.txt
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Instance Lab Score Probability Log-loss FeatureContributions Assigned | ||
25 0 -7.89747334 0.198905617 0.31995586740159576 "Cat.marital-status.Never-married: -1, Cat.relationship.Own-child: -1, Cat.education.11th: -0.6349206, Num.fnlwgt: 0.07370297, Cat.occupation.Machine-op-inspct: 0.3253968, Cat.ethnicity.Black: 0.3253968" 0 | ||
38 0 -5.940426 0.265715331 0.44558861605922789 "Cat.education.HS-grad: -1, Cat.occupation.Farming-fishing: -1, Cat.ethnicity.White: -0.6666667, Cat.sex.Male: 0.05833334, Cat.marital-status.Married-civ-spouse: 0.725, Cat.relationship.Husband: 0.725" 0 | ||
28 1 5.871423 0.7785058 0.36122030322802184 "Cat.ethnicity.White: -0.9195402, Cat.native-country-region.United-States: -0.4482758, Num.hours-per-week: -0.1078942, Cat.education.Assoc-acdm: 0.9885057, Cat.marital-status.Married-civ-spouse: 1, Cat.relationship.Husband: 1" 1 | ||
44 1 3.73609614 0.6997251 0.51513986867407058 "Cat.Workclass.Private: -0.9080459, Cat.native-country-region.United-States: -0.4482758, Num.hours-per-week: -0.1078942, Cat.education.Some-college: 0.862069, Cat.marital-status.Married-civ-spouse: 1, Cat.relationship.Husband: 1" 1 | ||
18 0 -9.385759 0.1571482 0.24664910819847902 "Cat.marital-status.Never-married: -1, Cat.relationship.Own-child: -1, Cat.ethnicity.White: -0.6349206, Num.fnlwgt: 0.03363302, Num.education-num: 0.04402282, Cat.education.Some-college: 0.5952381" 0 | ||
25 0 -7.8974724 0.19890565 0.31995592107275417 "Cat.marital-status.Never-married: -1, Cat.relationship.Own-child: -1, Cat.education.11th: -0.6349206, Num.fnlwgt: 0.07370297, Cat.occupation.Machine-op-inspct: 0.32539684, Cat.ethnicity.Black: 0.32539684" 0 | ||
38 0 -5.940425 0.26571536 0.44558867461371687 "Cat.education.HS-grad: -1, Cat.occupation.Farming-fishing: -1, Cat.ethnicity.White: -0.6666667, Cat.sex.Male: 0.058333337, Cat.marital-status.Married-civ-spouse: 0.725, Cat.relationship.Husband: 0.725" 0 | ||
28 1 5.871423 0.77850574 0.36122041368491059 "Cat.ethnicity.White: -0.91954017, Cat.native-country-region.United-States: -0.44827583, Num.hours-per-week: -0.107894205, Cat.education.Assoc-acdm: 0.98850566, Cat.marital-status.Married-civ-spouse: 1, Cat.relationship.Husband: 1" 1 | ||
44 1 3.7360966 0.6997251 0.51513986867407058 "Cat.Workclass.Private: -0.90804595, Cat.native-country-region.United-States: -0.44827583, Num.hours-per-week: -0.107894205, Cat.education.Some-college: 0.86206895, Cat.marital-status.Married-civ-spouse: 1, Cat.relationship.Husband: 1" 1 | ||
18 0 -9.38576 0.15714817 0.24664905718635347 "Cat.marital-status.Never-married: -1, Cat.relationship.Own-child: -1, Cat.ethnicity.White: -0.6349206, Num.fnlwgt: 0.03363302, Num.education-num: 0.044022817, Cat.education.Some-college: 0.5952381" 0 |
10 changes: 5 additions & 5 deletions
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test/BaselineOutput/Common/Command/linux-arm/CommandTrainTestFCCAdult-metrics-fcc.txt
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20 changes: 10 additions & 10 deletions
20
test/BaselineOutput/Common/Command/linux-arm/CommandTrainingLrWithStats-summary.txt
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Linear Binary Classification Predictor non-zero weights | ||
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(Bias) -4.426744 | ||
education-num 2.102877 | ||
age 1.920366 | ||
hours-per-week 1.882183 | ||
capital-gain 1.671043 | ||
capital-loss 0.9767318 | ||
fnlwgt 0.3191842 | ||
(Bias) -4.426656 | ||
education-num 2.102955 | ||
age 1.9202366 | ||
hours-per-week 1.8819588 | ||
capital-gain 1.6709453 | ||
capital-loss 0.9766091 | ||
fnlwgt 0.31932995 | ||
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*** MODEL STATISTICS SUMMARY *** | ||
Count of training examples: 500 | ||
Residual Deviance: 458.9709 | ||
Null Deviance: 539.2764 | ||
AIC: 472.9709 | ||
Residual Deviance: 458.9731 | ||
Null Deviance: 539.27637 | ||
AIC: 472.9731 |
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