Run
519528

Run 519528

Task 3786 (Supervised Classification) visualizing_soil 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
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9937
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8586.1821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Number of instances
8641
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9969
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1124
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.703
UserCPU time millis testing
1.682
UserCPU time millis training
0.021