Run
522890

Run 522890

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

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.5066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3424.367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3296
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
0.5144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.5057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5741
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2255
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.313
UserCPU time millis testing
0.292
UserCPU time millis training
2.021