Run
10045066

Run 10045066

Task 3980 (Supervised Classification) OVA_Prostate Uploaded 22-01-2019 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
0.9778 ± 0.05
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9967 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9613 ± 0.0604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1378.8771 ± 17.381
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0049 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0859 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9967 ± 0.0045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9968 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2659
Cross-validation details (10-fold Crossvalidation)
Recall
0.9968 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0573 ± 0.0609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2066 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0576 ± 0.0406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2787 ± 0.1982
Cross-validation details (10-fold Crossvalidation)