Run
10045054

Run 10045054

Task 3974 (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
0.9489 ± 0.0329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.897 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7816 ± 0.0833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
244.6083 ± 1.9388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1179 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4755 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Number of instances
324
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.899 ± 0.0377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981 ± 0.0367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981 ± 0.0367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.248 ± 0.0438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4875 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2697 ± 0.0399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5531 ± 0.0836
Cross-validation details (10-fold Crossvalidation)