Run
8885173

Run 8885173

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 14-03-2018 by Xinyi Kong
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(21)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(21)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(21)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_neighbors49
sklearn.neighbors.classification.KNeighborsClassifier(21)_p2
sklearn.neighbors.classification.KNeighborsClassifier(21)_weights"uniform"

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

Area under ROC curve
0.7871 ± 0.003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2587 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2121 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5456.6641 ± 7.2158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1559 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4338 ± 0.0237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2915 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.2915 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8662 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2876 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9586 ± 0.0038
Cross-validation details (10-fold Crossvalidation)