Run
522894

Run 522894

Task 3897 (Supervised Classification) eye_movements Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3415.7847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3303
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
0.5118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5046
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.5046
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2269
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.381
UserCPU time millis testing
0.089
UserCPU time millis training
22.292