Run
522882

Run 522882

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

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(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
0.6375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3845.5613
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3105
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
0.5448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.5343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1895
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
463.241
UserCPU time millis testing
8.38
UserCPU time millis training
454.861