Run
10045055

Run 10045055

Task 4679 (Supervised Classification) AP_Ovary_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
0.9411 ± 0.0463
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9012 ± 0.0527
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7905 ± 0.1112
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2437.8483 ± 3.0156
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1198 ± 0.0418
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4755 ± 0.0027
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3240
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9039 ± 0.0481
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9025 ± 0.0508
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9025 ± 0.0508
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2519 ± 0.088
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4875 ± 0.0028
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2751 ± 0.0692
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5644 ± 0.142
Cross-validation details (10 times 10-fold Crossvalidation)