Run
10045082

Run 10045082

Task 3988 (Supervised Classification) AP_Endometrium_Lung 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
0.9669 ± 0.0456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9266 ± 0.0768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8379 ± 0.1619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.196 ± 2.732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0973 ± 0.0557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4402 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Number of instances
187
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.936 ± 0.0587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9251 ± 0.0794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9129
Cross-validation details (10-fold Crossvalidation)
Recall
0.9251 ± 0.0794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2211 ± 0.1281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4688 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2546 ± 0.1054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.543 ± 0.2277
Cross-validation details (10-fold Crossvalidation)