Run
10045106

Run 10045106

Task 4000 (Supervised Classification) OVA_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
0.8152 ± 0.0317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.871 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3478 ± 0.0693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
396.1907 ± 8.0293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1278 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2238 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8774 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5537
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5708 ± 0.0345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3343 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.289 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8645 ± 0.0213
Cross-validation details (10-fold Crossvalidation)