Run
520206

Run 520206

Task 10100 (Supervised Classification) PieChart4 Uploaded 05-02-2016 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
0.7149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
567.1501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9732
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.171
UserCPU time millis testing
1.151
UserCPU time millis training
0.02