Run
519022

Run 519022

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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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
0.7045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1910.0207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.089
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.652
UserCPU time millis testing
0.626
UserCPU time millis training
0.026