Run
10045076

Run 10045076

Task 3985 (Supervised Classification) AP_Endometrium_Omentum 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
0.9469 ± 0.0431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8628 ± 0.071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7251 ± 0.1399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.4348 ± 0.8945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1797 ± 0.0283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4934 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Number of instances
138
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8706 ± 0.0639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623 ± 0.0707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623 ± 0.0707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3642 ± 0.0578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4966 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3083 ± 0.0644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6209 ± 0.1306
Cross-validation details (10-fold Crossvalidation)