Run
10045078

Run 10045078

Task 3986 (Supervised Classification) AP_Prostate_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
0.9845 ± 0.0317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887 ± 0.0251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9705 ± 0.0656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.6712 ± 1.7534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0225 ± 0.0224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3842 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9887 ± 0.0248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9888 ± 0.025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8271
Cross-validation details (10-fold Crossvalidation)
Recall
0.9888 ± 0.025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0585 ± 0.0581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4378 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1135 ± 0.0782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2593 ± 0.1782
Cross-validation details (10-fold Crossvalidation)