Run
10045092

Run 10045092

Task 3993 (Supervised Classification) AP_Endometrium_Ovary 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
0.8953 ± 0.0757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8478 ± 0.052
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5991 ± 0.1463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.0836 ± 3.786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2548 ± 0.0433
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3612 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Number of instances
259
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8618 ± 0.0541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8417 ± 0.0533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7909
Cross-validation details (10-fold Crossvalidation)
Recall
0.8417 ± 0.0533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7055 ± 0.1249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4243 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3593 ± 0.0468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8468 ± 0.1176
Cross-validation details (10-fold Crossvalidation)