Run
8867792

Run 8867792

Task 9945 (Supervised Classification) walking-activity Uploaded 01-03-2018 by Joaquin Vanschoren
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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_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors7
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
0.9156 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6238 ± 0.0036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5898 ± 0.004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98901.1641 ± 40.0127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0399 ± 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
0.6322 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.622 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.622 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4773 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1488 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7274 ± 0.0031
Cross-validation details (10-fold Crossvalidation)