Run
10045022

Run 10045022

Task 3958 (Supervised Classification) AP_Omentum_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
0.9154 ± 0.0672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8538 ± 0.0921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6878 ± 0.1913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.7997 ± 2.8591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.203 ± 0.0669
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4729 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Number of instances
201
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8555 ± 0.0908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8557 ± 0.0864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.961
Cross-validation details (10-fold Crossvalidation)
Recall
0.8557 ± 0.0864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4292 ± 0.1381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4861 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3403 ± 0.0667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7001 ± 0.1318
Cross-validation details (10-fold Crossvalidation)