Run
514524

Run 514524

Task 3691 (Supervised Classification) sensory 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
0.6307
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6448
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.5502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6476
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6476
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7258
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2049
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.342
UserCPU time millis testing
0.327
UserCPU time millis training
0.015