Run
10045018

Run 10045018

Task 3956 (Supervised Classification) AP_Breast_Prostate 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
0.9778 ± 0.0375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9927 ± 0.0121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9734 ± 0.0464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.2231 ± 2.9843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.014 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2794 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Number of instances
413
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9928 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9927 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9927 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0503 ± 0.048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.373 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0969 ± 0.0665
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2598 ± 0.181
Cross-validation details (10-fold Crossvalidation)