Run
45802

Run 45802

Task 1919 (Supervised Classification) sonar Uploaded 30-10-2014 by Nenad Tomašev
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

KNN(1)HubMiner implementation of KNN
KNN(1)_k15
KNN(1)_cmetfloats:distances.primary.MinkowskiMetric:{"p":2.0} "combineBy":SUM

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
0.744
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6616
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3235
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
471.2289
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3941
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2080
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.6717
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6683
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6683
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7918
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4491
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9001
Cross-validation details (10 times 10-fold Crossvalidation)