Run
2414364

Run 2414364

Task 9945 (Supervised Classification) walking-activity Uploaded 15-06-2017 by Joaquin Vanschoren
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(9)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(9)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(9)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(9)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(9)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(9)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(9)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(9)_p2
sklearn.neighbors.classification.KNeighborsClassifier(9)_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
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)