Run
522900

Run 522900

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

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_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
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6655.0296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1885
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
0.7213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9269
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
236.352
UserCPU time millis testing
6.08
UserCPU time millis training
230.272