Run
519056

Run 519056

Task 9975 (Supervised Classification) lsvt 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
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.2424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9258
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.569
UserCPU time millis testing
1.524
UserCPU time millis training
0.045