Run
2275743

Run 2275743

Task 9945 (Supervised Classification) walking-activity Uploaded 19-05-2017 by Joaquin Vanschoren
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  • Fri_May_19_14.31.48_2017 NumPy_1.12.0. Python_3.5.2. run_task SciPy_0.18.1. sklearn.neighbors.classification.KNeighborsClassifier Sklearn_0.18.1.
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(7)Automatically created sub-component.
sklearn.neighbors.classification.KNeighborsClassifier(7)_algorithmauto
sklearn.neighbors.classification.KNeighborsClassifier(7)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(7)_metricminkowski
sklearn.neighbors.classification.KNeighborsClassifier(7)_metric_paramsNone
sklearn.neighbors.classification.KNeighborsClassifier(7)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(7)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(7)_p2
sklearn.neighbors.classification.KNeighborsClassifier(7)_weightsuniform

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
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98308.9695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0836
Cross-validation details (10-fold Crossvalidation)
Number of instances
149332
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6302
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6192
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.6192
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7402
Cross-validation details (10-fold Crossvalidation)