Run
10045024

Run 10045024

Task 3959 (Supervised Classification) AP_Omentum_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
0.9913 ± 0.0254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9794 ± 0.034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9587 ± 0.0678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.8761 ± 0.9658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0329 ± 0.0304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4985 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
146
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9795 ± 0.0297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9795 ± 0.0338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9979
Cross-validation details (10-fold Crossvalidation)
Recall
0.9795 ± 0.0338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0659 ± 0.0611
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1324 ± 0.0911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2652 ± 0.1825
Cross-validation details (10-fold Crossvalidation)