Run
10228210

Run 10228210

Task 9945 (Supervised Classification) walking-activity 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
0.8982 ± 0.0014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6215 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5867 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98308.9695 ± 39.4385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0836 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
149332
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6302 ± 0.0045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6192 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.6192 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4675 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1514 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7402 ± 0.0034
Cross-validation details (10-fold Crossvalidation)