Run
522889

Run 522889

Task 3897 (Supervised Classification) eye_movements 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
0.6794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4660.4464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.276
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4388
Cross-validation details (10-fold Crossvalidation)
Number of instances
10936
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1215
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.283
UserCPU time millis testing
7.217
UserCPU time millis training
0.066