Run
8886559

Run 8886559

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 17-03-2018 by Nick Braat
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Flow

sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.cl assification.KNeighborsClassifier)(1)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs-1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"uniform"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_cvnull
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_error_score"raise"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_fit_paramsnull
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_iidtrue
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_n_jobs1
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_param_grid{"n_neighbors": [1, 2, 3, 4, 5, 6, 7]}
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_pre_dispatch"2*n_jobs"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_refittrue
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_return_train_score"warn"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_scoringnull
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_verbose0

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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

0.6663 ± 0.0605
Per class
Cross-validation details (10-fold Crossvalidation)
0.2984 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
0.2337 ± 0.0096
Cross-validation details (10-fold Crossvalidation)
6018.9683 ± 59.3305
Cross-validation details (10-fold Crossvalidation)
0.1432 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.3871 ± 0.0296
Per class
Cross-validation details (10-fold Crossvalidation)
0.3107 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
3.3218
Cross-validation details (10-fold Crossvalidation)
0.3107 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
0.7956 ± 0.0265
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.3361 ± 0.0409
Cross-validation details (10-fold Crossvalidation)
1.1203 ± 0.1365
Cross-validation details (10-fold Crossvalidation)