Run
10045036

Run 10045036

Task 3965 (Supervised Classification) AP_Prostate_Uterus 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
0.9838 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9791 ± 0.027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9543 ± 0.0594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.013 ± 0.7669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.029 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4598 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Number of instances
193
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9799 ± 0.0245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9793 ± 0.0265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9418
Cross-validation details (10-fold Crossvalidation)
Recall
0.9793 ± 0.0265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0631 ± 0.0387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4793 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.135 ± 0.0785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2818 ± 0.1638
Cross-validation details (10-fold Crossvalidation)