Run
514400

Run 514400

Task 9982 (Supervised Classification) dresses-sales 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
0.5067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.0801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3949
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.894
UserCPU time millis testing
0.881
UserCPU time millis training
0.013