Run
8872459

Run 8872459

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 07-03-2018 by Sami Ozarik
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(20)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_neighbors3
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_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
0.6829 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2835 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2198 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6783.1958 ± 16.9402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1437 ± 0.0012
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
0.4006 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2983 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.2983 ± 0.0069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7983 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3125 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0417 ± 0.0084
Cross-validation details (10-fold Crossvalidation)