Run
522765

Run 522765

Task 3618 (Supervised Classification) puma32H Uploaded 09-02-2016 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
0.5763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1249.3888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4237
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3019
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.191
UserCPU time millis testing
6.872
UserCPU time millis training
0.319