Run
10228207

Run 10228207

Task 115 (Learning Curve) vowel Uploaded 27-05-2019 by Lucas Cardoso
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(37)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(37)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(37)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(37)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(37)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(37)_n_jobsnull
sklearn.neighbors.classification.KNeighborsClassifier(37)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(37)_p2
sklearn.neighbors.classification.KNeighborsClassifier(37)_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
0.9973 ± 0.0022
Per class
F measure
0.9351 ± 0.0297
Per class
Kappa
0.929 ± 0.0313
KB relative information score
8991.4615 ± 1.3937
Mean absolute error
0.0304 ± 0.0038
Mean prior absolute error
0.1653
Number of instances
9900
Per class
Precision
0.937 ± 0.0256
Per class
Predictive accuracy
0.9355 ± 0.0284
Prior entropy
3.4594
Recall
0.9355 ± 0.0284
Per class
Relative absolute error
0.1841 ± 0.023
Root mean prior squared error
0.2875
Root mean squared error
0.107 ± 0.0109
Root relative squared error
0.3721 ± 0.038