Run
519752

Run 519752

Task 3484 (Supervised Classification) oil_spill Uploaded 05-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
421.255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.86
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.848
UserCPU time millis testing
0.828
UserCPU time millis training
0.02