Run
506992

Run 506992

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_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
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.8652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.107
UserCPU time millis testing
0.101
UserCPU time millis training
0.006