Exemplos de test_reg_dataset_and_model em Python

Exemplo n.º 1

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_10", "MLPRegressor_10")

Exemplo n.º 2

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("RandomReg_10" , "SVR_poly_8")

Exemplo n.º 3

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("freidman3", "XGBRegressor_11")

Exemplo n.º 4

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_500", "DecisionTreeRegressor_14")

Exemplo n.º 5

Arquivo: skl_dataset_RandomReg_10_XGBRegressor_11_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_10", "XGBRegressor_11")

Exemplo n.º 6

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("boston", "SVR_poly_8")

Exemplo n.º 7

Arquivo: skl_dataset_boston_MLPRegressor_10_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("boston", "MLPRegressor_10")

Exemplo n.º 8

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_100", "Ridge_6")

Exemplo n.º 9

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("boston", "LGBMRegressor_15")

Exemplo n.º 10

Arquivo: skl_dataset_freidman1_SVR_rbf_9_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("freidman1" , "SVR_rbf_9")

Exemplo n.º 11

Arquivo: skl_dataset_RandomReg_10_AdaBoostRegressor_2_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("RandomReg_10" , "AdaBoostRegressor_2")

Exemplo n.º 12

Arquivo: skl_dataset_freidman3_DecisionTreeRegressor_0_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("freidman3", "DecisionTreeRegressor_0")

Exemplo n.º 13

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("freidman1" , "MLPRegressor_10")

Exemplo n.º 14

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("boston" , "SGDRegressor_4")

Exemplo n.º 15

Arquivo: skl_dataset_freidman1_DummyRegressor_1_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("freidman1", "DummyRegressor_1")

Exemplo n.º 16

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("diabetes", "SVR_rbf_9")

Exemplo n.º 17

Arquivo: skl_dataset_RandomReg_500_GradientBoostingRegressor_3_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_500",
                                   "GradientBoostingRegressor_3")

Exemplo n.º 18

Arquivo: skl_dataset_RandomReg_100_SVR_rbf_9_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_100", "SVR_rbf_9")

Exemplo n.º 19

Arquivo: skl_dataset_freidman3_SVR_poly_8_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("freidman3", "SVR_poly_8")

Exemplo n.º 20

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("diabetes", "DecisionTreeRegressor_14")

Exemplo n.º 21

Arquivo: skl_dataset_freidman3_AdaBoostRegressor_2_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("freidman3", "AdaBoostRegressor_2")

Exemplo n.º 22

Arquivo: test_linear_reg.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

lExplainer = skltest.test_reg_dataset_and_model("RandomReg_10", "Ridge_6")
print(lExplainer.mImplementation.__dict__)

print(lExplainer.mImplementation.mUsedFeatureNames)
print(lExplainer.mImplementation.mScoreQuantiles)
print(lExplainer.mImplementation.mFeatureQuantiles)
print(lExplainer.mImplementation.mScoreBinInterpolators)
print(lExplainer.mImplementation.mScoreBinInterpolationIntercepts)
print(lExplainer.mImplementation.mContribMeans)
print(lExplainer.mImplementation.mExplanations)
print(lExplainer.mImplementation.mExplanationData)
print(lExplainer.mImplementation.mCategories)

coeffs = lExplainer.mImplementation.mScoreBinInterpolationCoefficients
for k in coeffs:
    print(k, coeffs[k])

for k in lExplainer.mImplementation.mFeatureQuantiles:
    print(k, lExplainer.mImplementation.mFeatureQuantiles[k])

Exemplo n.º 23

Arquivo: skl_dataset_RandomReg_100_SVR_sigmoid_12_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_100", "SVR_sigmoid_12")

Exemplo n.º 24

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("RandomReg_500", "SVR_linear_7")

Exemplo n.º 25

Arquivo: skl_dataset_freidman1_RandomForestRegressor_5_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("freidman1" , "RandomForestRegressor_5")

Exemplo n.º 26

Arquivo: skl_dataset_RandomReg_100_RandomForestRegressor_5_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("RandomReg_100" , "RandomForestRegressor_5")

Exemplo n.º 27

Arquivo: skl_dataset_boston_AdaBoostRegressor_2_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("boston", "AdaBoostRegressor_2")

Exemplo n.º 28

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest


skltest.test_reg_dataset_and_model("boston" , "SVR_sigmoid_12")

Exemplo n.º 29

Arquivo: skl_dataset_freidman3_BaggingRegressor_13_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("freidman3", "BaggingRegressor_13")

Exemplo n.º 30

Arquivo: skl_dataset_diabetes_XGBRegressor_11_code_gen.py Projeto: vitasiku/sklearn_explain

from sklearn_explain.tests.skl_datasets_reg import skl_datasets_test as skltest

skltest.test_reg_dataset_and_model("diabetes", "XGBRegressor_11")