Run
10273145

Run 10273145

Task 3918 (Supervised Classification) pc1 Uploaded 28-07-2019 by Heinrich Peters
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Flow

sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer, standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklear n_extra.fast_kernel.FKCEigenPro)(1)Automatically created scikit-learn flow.
sklearn.impute._base.SimpleImputer(1)_add_indicatorfalse
sklearn.impute._base.SimpleImputer(1)_copytrue
sklearn.impute._base.SimpleImputer(1)_fill_valuenull
sklearn.impute._base.SimpleImputer(1)_missing_valuesNaN
sklearn.impute._base.SimpleImputer(1)_strategy"most_frequent"
sklearn.impute._base.SimpleImputer(1)_verbose0
sklearn.preprocessing.data.StandardScaler(29)_copytrue
sklearn.preprocessing.data.StandardScaler(29)_with_meantrue
sklearn.preprocessing.data.StandardScaler(29)_with_stdtrue
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1)_memorynull
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1)_steps[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "fkceigenpro", "step_name": "fkceigenpro"}}]
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1)_verbosefalse
sklearn_extra.fast_kernel.FKCEigenPro(1)_bandwidth5
sklearn_extra.fast_kernel.FKCEigenPro(1)_batch_size"auto"
sklearn_extra.fast_kernel.FKCEigenPro(1)_coef01
sklearn_extra.fast_kernel.FKCEigenPro(1)_degree2
sklearn_extra.fast_kernel.FKCEigenPro(1)_gamma10.0
sklearn_extra.fast_kernel.FKCEigenPro(1)_kernel"laplace"
sklearn_extra.fast_kernel.FKCEigenPro(1)_kernel_params"\"null\""
sklearn_extra.fast_kernel.FKCEigenPro(1)_n_components3000
sklearn_extra.fast_kernel.FKCEigenPro(1)_n_epoch2
sklearn_extra.fast_kernel.FKCEigenPro(1)_random_state55803
sklearn_extra.fast_kernel.FKCEigenPro(1)_subsample_size"auto"

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.618 ± 0.056
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.5250.550.5750.60.6250.650.6750.7
0.9248 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.890.90.910.920.930.940.95
0.329 ± 0.1495
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore000.10.20.30.40.50.6
0.3267 ± 0.1937
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore0-0.200.20.40.6
0.0622 ± 0.0161
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.040.050.060.070.080.090.10.…0.11
0.1299 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.1240.1260.1280.130.1320.1…0.134
1109
Per class
Cross-validation details (10-fold Crossvalidation)
0.9245 ± 0.0225
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.90.920.940.960.880.98
0.9378 ± 0.0161
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.890.90.910.920.930.940.950.…0.96
0.3638 ± 0.0159
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.340.350.360.370.380.33
0.9378 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.890.90.910.920.930.940.950.…0.96
0.479 ± 0.1325
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.30.40.50.60.70.80.9
0.2542 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.240.2450.250.2550.26
0.2494 ± 0.0309
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.20.30.2250.250.2750.3…0.325
0.9813 ± 0.1354
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.70.80.911.11.21.31.4
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