Run
516767

Run 516767

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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
0.5783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.7726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2647
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3382
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3382
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2957
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.299
UserCPU time millis testing
0.284
UserCPU time millis training
0.015