Run
522905

Run 522905

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

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.6668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4461.484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2848
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
0.5808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.5728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1393
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
303.256
UserCPU time millis testing
10.062
UserCPU time millis training
293.194