Run
521170

Run 521170

Task 9955 (Supervised Classification) one-hundred-plants-shape Uploaded 06-02-2016 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
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1020.7386
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.6388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8543
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.018
UserCPU time millis testing
0.99
UserCPU time millis training
0.028