Run
8886141

Run 8886141

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 16-03-2018 by Tim Scholtens
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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_neighbors30
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
0.7795 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2728 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2223 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5688.715 ± 8.8628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.154 ± 0.0007
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
0.441 ± 0.0199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3006 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.3006 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8556 ± 0.0038
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 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9588 ± 0.0046
Cross-validation details (10-fold Crossvalidation)