Run
10045008

Run 10045008

Task 3941 (Supervised Classification) GCM Uploaded 21-01-2019 by KANKAN LAN
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_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
0.8612 ± 0.0622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5453
Per class
Kappa
0.5063 ± 0.1276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.5977 ± 1.5799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0734 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1309 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5811
Per class
Predictive accuracy
0.5474 ± 0.1169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7108
Cross-validation details (10-fold Crossvalidation)
Recall
0.5474 ± 0.1169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5606 ± 0.0789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2557 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2014 ± 0.0181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7877 ± 0.0702
Cross-validation details (10-fold Crossvalidation)