Run
515147

Run 515147

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 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
0.7466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.8596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9519
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.454
UserCPU time millis testing
0.429
UserCPU time millis training
0.025