Run
10045020

Run 10045020

Task 3957 (Supervised Classification) AP_Endometrium_Breast Uploaded 22-01-2019 by KANKAN LAN
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9749 ± 0.0272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523 ± 0.0336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8102 ± 0.131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.1477 ± 3.1845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0691 ± 0.0172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2571 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Number of instances
405
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.952 ± 0.0337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9531 ± 0.0317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6157
Cross-validation details (10-fold Crossvalidation)
Recall
0.9531 ± 0.0317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2689 ± 0.0643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3577 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1912 ± 0.0423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5345 ± 0.1166
Cross-validation details (10-fold Crossvalidation)